Introduction to Bayesian Inference

SIBECOL-AEET Conference, 2-6th June, Pontevedra, Galicia

Sonia Illanas (IREC-CSIC,UCLM,JCCM), Javier Fernández-López (IREC-CSIC,UCLM,JCCM)

2025-06-02

Intro and probability distributions

About us…

Sonia Illanas & Javier Fernández-López

About you…

What (not) to expect from this workshop? (4 hours, >30 people)

To learn how to use a wide range of Bayesian tools (BUGS, JAGS, Stan, etc.)
To become an expert in complex Bayesian models

What (not) to expect from this workshop? (4 hours, >30 people)

To learn how to use a wide range of Bayesian tools (BUGS, JAGS, Stan, etc.)
To become an expert in complex Bayesian models
Frequentist vs. Bayesian fight

What (not) to expect from this workshop? (4 hours, >30 people)

To learn how to use a wide range of Bayesian tools (BUGS, JAGS, Stan, etc.)
To become an expert in complex Bayesian models
Frequentist vs. Bayesian fight

What to expect from this workshop? (4 hours, >30 people)

To understand the general approach and key basic concepts
To learn how to fit a simple GLM using NIMBLE
To discover other potential applications

Probability distributions

Continuous

Normal or Gaussian
Beta
Gamma
Uniform

Discrete

Poisson
Bernoulli
Binomial

Any distribution

\[\begin{equation} X \sim Name(parameter_1, parameter_2 ) \end{equation}\]

Support: \(X \in (-\infty,\infty)\); \(parameter_1 \in (-\infty,\infty)\); \(parameter_2 > 0\) (real)

In R/NIMBLE: dname(parameter1, parameter2)

Probability Distribution App

Link to app

Normal or Gaussian distribution

\[\begin{equation} X \sim Normal(\mu,\sigma ) \end{equation}\]

Support: \(X \in (-\infty,\infty)\); \(\mu \in (-\infty,\infty)\); \(\sigma > 0\) (real)

In R/NIMBLE: dnorm(mean, sd)

Normal or Gaussian distribution

\[\begin{equation} X \sim Normal(\mu,\tau ) \end{equation}\] \[\begin{equation} \tau = 1/\sigma \end{equation}\]

Support: \(X \in (-\infty,\infty)\); \(\mu \in (-\infty,\infty)\); \(\sigma > 0\) (real)

In R/NIMBLE: dnorm(mean, sd)

Beta distribution

\[\begin{equation} X \sim Beta(\alpha,\beta ) \end{equation}\]

Support: \(X \in (0,1)\); \(\alpha > 0\) (real); \(\beta > 0\) (real)

In R/NIMBLE: dbeta(alpha, beta)

Beta distribution

\[\begin{equation} X \sim Beta(\mu,\sigma ) \end{equation}\] \[\begin{equation} \mu = \frac{\alpha}{\alpha + \beta} \text{ ; }\sigma = \sqrt{\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}} \end{equation}\]

Support: \(X \in (0,1)\); \(\alpha > 0\) (real); \(\beta > 0\) (real)

In R/NIMBLE: dbeta(alpha, beta)

Gamma distribution

\[\begin{equation} X \sim Gamma(\alpha,\beta) \end{equation}\]

Support: \(X \in (0,\infty)\); \(\alpha > 0\) (real); \(\beta > 0\) (real)

In R/NIMBLE: dgamma(shape, rate)

Gamma distribution

\[\begin{equation} X \sim Gamma(\mu,\sigma) \end{equation}\] \[\begin{equation} \mu = \frac{\alpha}{\beta} \text{ ; }\sigma = \sqrt(\frac{\alpha}{\beta^2}) \end{equation}\]

Support: \(X \in (0,\infty)\); \(\alpha > 0\) (real); \(\beta > 0\) (real)

In R/NIMBLE: dgamma(shape, rate)

Uniform distribution

\[\begin{equation} X \sim Uniform(min,max) \end{equation}\]

Support: \(X \in (-\infty,\infty)\); \(min \in (-\infty,\infty)\) (real); \(max \in (-\infty,\infty)\) (real)

In R/NIMBLE: dunif(min, max)

Poisson distribution

\[\begin{equation} X \sim Poisson(\lambda) \end{equation}\]

Support: \(X \in (0,\infty)\) (natural); \(\lambda \in (0,\infty)\) (real)

In R/NIMBLE: dpois(lambda)

Bernoulli distribution

\[\begin{equation} X \sim Bernoulli(p) \end{equation}\]

Support: \(X = \{0,1\}\); \(p \in (0,1)\)

In R/NIMBLE: dbinom(1, prob) / dbern(prob)

Binomial distribution

\[\begin{equation} X \sim Binomial(n, p) \end{equation}\]

Support: \(X = \{0,1\}\);\(n \in (0,\infty)\) (natural) \(p \in (0,1)\)

In R/NIMBLE: dbinom(size, prob) / dbinom(prob, size)

Take home messages

It’s important to think carefully about the variables we want to model
The “terminology” can be a nightmare — it’s better to understand what you’re actually doing
Watch out for the different possible parameterizations
Maybe you’re not statisticians, but Google (and now AI) is our friend!

Generalized Linear Models

Gray wolf weight in Europe

\[\begin{equation} weight(kg) \sim Normal(mean=27, sd=3) \end{equation}\]

\[\begin{equation} Y \sim Normal(\mu,\sigma ) \end{equation}\]

\[\begin{equation} Y \sim Normal(27,3) \end{equation}\]

Generalized linear model

\[\begin{equation} weight_i \sim Normal(\mu_i,\sigma ) \end{equation}\]

\[\begin{equation} \mu_i = \beta_0 + \beta_1X_i \end{equation}\]

\[\begin{equation} \mu_i = \beta_0 + \beta_1Latitude_i \end{equation}\]

Generalized linear model

\[\begin{equation} weight_i \sim Normal(\mu_i,\sigma ) \end{equation}\] \[\begin{equation} \mu_i = \beta_0 + \beta_1Latitude_i \end{equation}\]

Generalized linear model

\[\begin{equation} weight_i \sim Normal(\mu_i,\sigma ) \end{equation}\] \[\begin{equation} \mu_i = \beta_0 + \beta_1Latitude_i \end{equation}\]

Generalized linear model

\[\begin{equation} weight_i \sim Normal(\mu_i,\sigma ) \end{equation}\] \[\begin{equation} \mu_i = \beta_0 + \beta_1Latitude_i \end{equation}\]

Generalized linear model

\[\begin{equation} weight_i \sim Normal(\mu_i,\sigma ) \end{equation}\] \[\begin{equation} \mu_i = \beta_0 + \beta_1Latitude_i \end{equation}\]

Generalized linear model

We can use any distribution by leveraging the same framework!
We need link functions to connect parameters with covariates: log, logit, etc.
Once you understand these simple formulas, writing the model in NIMBLE becomes very easy! \[~\]

Distributions	Links	Formula	Inverse
Gaussian(\(\mu,\sigma\))	Identity	\(\mu = \beta X\)	\(\mu = \beta X\)
Poisson(\(\lambda\))	Log	\(log(\lambda) = \beta X\)	\(\lambda = e^{(\beta X)}\)
Bernoulli(p)	Logit, probit, cloglog	\(log(\frac{p}{1-p}) = \beta X\)	\(p = \frac{e^{(\beta X)}}{1 + e^{(\beta X)}}\)
Binomial(n,p)	Logit, probit, cloglog	\(log(\frac{p}{1-p}) = \beta X\)	\(p = \frac{e^{(\beta X)}}{1 + e^{(\beta X)}}\)

Practicum with R

We sampled 100 sites across the Iberian Peninsula, looking for roe deer droppings and recording the temperature at each site: \[~\]

    conteo temp
1        6  1.2
2        8  2.5
3       28  4.9
4      220  8.9
5        6  0.4
6      225  8.8
7      294  9.3
8       50  5.9
9       46  5.5
10       1 -1.3
11       2  0.5
12       4  0.1
13      59  6.2
14       7  2.6
15      92  7.2
16      13  4.0
17      86  6.6
18     386  9.9
19      17  2.6
20     104  7.3
21     274  9.2
22       2  0.5
23      53  5.8
24       1 -0.5
25       6  1.2
26       6  2.6
27       2 -1.8
28      11  2.6
29     183  8.4
30       7  2.1
31      18  3.8
32      37  5.2
33      16  3.9
34       5  0.2
35     139  7.9
36      52  6.0
37     121  7.5
38       2 -0.7
39      86  6.7
40      10  2.9
41     156  7.9
42      53  5.8
43     123  7.4
44      22  4.6
45      30  4.4
46     123  7.5
47       3 -1.7
48      17  3.7
49      78  6.8
50      58  6.3
51      21  3.7
52     182  8.3
53      11  3.3
54       2  0.9
55       1 -1.2
56       2 -0.8
57       4  1.8
58      19  4.2
59      42  5.9
60      14  2.9
61     250  9.0
62      10  1.5
63      14  3.5
64       5  2.0
65      46  5.8
66       5  1.1
67      14  3.7
68     109  7.2
69       0 -1.0
70     186  8.5
71       9  2.1
72     162  8.1
73       7  2.2
74       7  2.0
75      15  3.7
76     195  8.7
77     178  8.4
78      15  2.7
79     119  7.3
80     318  9.5
81       8  3.2
82      70  6.6
83       9  2.8
84       9  1.9
85      99  7.1
86       1  0.4
87      75  6.5
88       1 -0.5
89       1  0.9
90       1 -0.3
91       3  0.9
92       0 -1.3
93      43  5.7
94     177  8.5
95      85  7.3
96     117  7.6
97      13  3.5
98       8  2.9
99     151  7.7
100     38  5.3

\[~\] We can create a model to relate the number of roe deer droppings to the temperature in each grid cell. What probability distribution could we use?

\[\begin{equation} N_i \sim Poisson(\lambda_i) \end{equation}\]

\[\begin{equation} \lambda_i = \beta_0 + \beta_1Temperature_i \end{equation}\]

    conteo temp
1        6  1.2
2        8  2.5
3       28  4.9
4      220  8.9
5        6  0.4
6      225  8.8
7      294  9.3
8       50  5.9
9       46  5.5
10       1 -1.3
11       2  0.5
12       4  0.1
13      59  6.2
14       7  2.6
15      92  7.2
16      13  4.0
17      86  6.6
18     386  9.9
19      17  2.6
20     104  7.3
21     274  9.2
22       2  0.5
23      53  5.8
24       1 -0.5
25       6  1.2
26       6  2.6
27       2 -1.8
28      11  2.6
29     183  8.4
30       7  2.1
31      18  3.8
32      37  5.2
33      16  3.9
34       5  0.2
35     139  7.9
36      52  6.0
37     121  7.5
38       2 -0.7
39      86  6.7
40      10  2.9
41     156  7.9
42      53  5.8
43     123  7.4
44      22  4.6
45      30  4.4
46     123  7.5
47       3 -1.7
48      17  3.7
49      78  6.8
50      58  6.3
51      21  3.7
52     182  8.3
53      11  3.3
54       2  0.9
55       1 -1.2
56       2 -0.8
57       4  1.8
58      19  4.2
59      42  5.9
60      14  2.9
61     250  9.0
62      10  1.5
63      14  3.5
64       5  2.0
65      46  5.8
66       5  1.1
67      14  3.7
68     109  7.2
69       0 -1.0
70     186  8.5
71       9  2.1
72     162  8.1
73       7  2.2
74       7  2.0
75      15  3.7
76     195  8.7
77     178  8.4
78      15  2.7
79     119  7.3
80     318  9.5
81       8  3.2
82      70  6.6
83       9  2.8
84       9  1.9
85      99  7.1
86       1  0.4
87      75  6.5
88       1 -0.5
89       1  0.9
90       1 -0.3
91       3  0.9
92       0 -1.3
93      43  5.7
94     177  8.5
95      85  7.3
96     117  7.6
97      13  3.5
98       8  2.9
99     151  7.7
100     38  5.3

Poisson Distribution

\[\begin{equation} X \sim Poisson(\lambda) \end{equation}\]

Support: \(X \in (0,\infty)\) (natural); \(\lambda \in (0,\infty)\) (real)

En R/NIMBLE: dpois(lambda)

\[\begin{equation} N_i \sim Poisson(\lambda_i) \end{equation}\] \[\begin{equation} log(\lambda_i) = \beta_0 + \beta_1Temperature_i \end{equation}\]

datos <- read.csv("roe_deer.csv")
mod <- glm(conteo ~ temp, family = poisson(link = "log"))
summary(mod)


Call:
glm(formula = conteo ~ temp, family = poisson(link = "log"))

Coefficients:
            Estimate Std. Error z value Pr(>|z|)    
(Intercept) 0.930115   0.055375   16.80   <2e-16 ***
temp        0.509376   0.007002   72.75   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 9052.170  on 99  degrees of freedom
Residual deviance:   79.327  on 98  degrees of freedom
AIC: 568.48

Number of Fisher Scoring iterations: 4

\[\begin{equation} N_i \sim Poisson(\lambda_i) \end{equation}\] \[\begin{equation} log(\lambda_i) = 0.93 + 0.5*Temperatura_i \end{equation}\]

Take home messages

A model is a simplification of reality that helps us understand and/or predict it.
It’s important to be aware of the limitations of models.
It’s worth starting with the simplest approach and gradually increasing complexity.
We’re not statisticians, but Google (and AI) is our friend!

Bayesian Inference

The Theory

\[~~\]

Bayes’ formula about conditionnal probability \[\Pr(B \mid A) = \displaystyle{\frac{ \Pr(A \mid B) \; \Pr(B)}{\Pr(A)}}\]

What is the Bayesian approach?

The approach is based upon the idea that the experimenter begins with some prior beliefs about the system.
You never start from scratch.
And then iteratively updates these beliefs on the basis of observed data.
This updating procedure is based upon the Bayes’ Theorem.
Over multiple iterations your a priori beliefs converge to an a posteriori estimation.

What is the Bayesian approach?

The approach is based upon the idea that the experimenter begins with some prior beliefs about the system.
You never start from scratch.
And then iteratively updates these beliefs on the basis of observed data.
This updating procedure is based upon the Bayes’ Theorem.
Over multiple iterations your a priori beliefs converge to an a posteriori estimation.

Frequentist and Bayesian

Both are strategy to fit models. They are not statistical models

Typical stats problems involve estimating parameter \(\theta\) with available data.
The frequentist approach (maximum likelihood estimation – MLE) assumes that the parameters are fixed, but have unknown values to be estimated.
Classical estimates are generally point estimates of the parameters of interest.
The Bayesian approach assumes that the parameters are not fixed but have some fixed unknown distribution.

The Theory

Bayes’ formula \(\Pr(B \mid A) = \displaystyle{\frac{ \Pr(A \mid B) \; \Pr(B)}{\Pr(A)}}\)

\[{\color{red}{\Pr(\text{Hypothesis} \mid \text{data})}} = \frac{\color{blue}{\Pr(\text{data} \mid \text{Hypothesis})} \; \color{green}{\Pr(\text{Hypothesis})}}{\color{orange}{\Pr(\text{data})}}\]

For regression models, the “hypothesis” is a parameter (intercept, slopes or error terms).

\(\color{red}{\text{Posterior distribution}}\): Represents what you know after having seen the data. The basis for inference, a distribution, possibly multivariate if more than one parameter.

\(\color{blue}{\text{Likelihood}}\): This quantity is the same as in the frequentist approach.

\(\color{green}{\text{Prior distribution}}\): Represents what you know before seeing the data. The source of much discussion about the Bayesian approach.

\(\color{orange}{\Pr(\text{data}) = \int{L(\text{data} \mid \theta)\Pr(\theta) d\theta}}\) is a \(N\)-dimensional integral if \(\theta = \theta_1, \ldots, \theta_N\).

Difficult if not impossible to calculate. This is one of the reasons why we need simulation (MCMC) methods.

Bayesian Computation

Use stochastic simulations to avoid the calculation of multidimensional integrals.

Markov Chain Monte Carlo (MCMC) methods.

A Markov chain is a discrete sequence of states, in which the probability of an event depends only on the state in the previous event.
A Markov chain has an equilibrium (aka stationary) distribution that is the desired posterior distribution!

Several ways of constructing these chains: e.g., Metropolis-Hastings, Gibbs sampler.

Where everything begins: the prior distribution

For \(\theta\), the parameter you want to estimate, you must define an a priori distribution (see cheatsheet).
The prior distribution will define the possible values of \(\theta\) the model will explore.

For example if you write \(\theta \sim \mbox{Uniform}(0,1)\), the model will only consider values between 0 and 1 for \(\theta\).

If you write \(\theta \sim \mbox{Normal}(0,1000)\), the model will explore a high range of value without limits with a higher probability around 0.

Where everything begins: the prior distribution

Over this example we define the prior distribution as \(\mbox{Normal}(0,1)\).

Then we start: MCMC functioning

Within the prior distribution, we define any possible initial value of the parameter to be estimated.

To decide where to visit next, the algorithm (called a sampler) propose to move away from the current value of the parameter to a candidate value.

We compute the ratio of the probabilities at the candidate and current locations \(R\). This is where \(\Pr(\text{data})\), the denominator of the Bayes theorem, cancels out.

MCMC functioning

If the candidate value improves the likelihood we accept it, otherwise we remain at the current location.

We repeat steps 2-4 a number of times or steps, iterations.

\[~~\]

Then, the chains of values explore the space of possibilities and converge to a stationary distribution, i.e: the posterior distribution.

MCMC functioning

Then, the chains of values explore the space of possibilities and converge to a stationary distribution, i.e: the posterior distribution.

Parametrize MCMC

3 chains starting from different initial values

Now with 3000 iterations.

MCMC functionning

Assessing convergence

The chains should converge to same target distribution.
We discard the MCMC iterations before convergence is achieved, i.e. burnin, and just use observations from the chain once it has converged.
Once discarded, explore efficiently: The post-convergence sample size required for suitable numerical summaries, named ESS or Effective Sample Size.
Simplest method to determine length of burn-in period is to look at trace plots.

Assessing convergence

Gimenez et al. 2025

Burnin

We discard the MCMC iterations before convergence is achieved, i.e. burnin

\[~~\]

and just use observations from the chain once it has converged.

Efficient sample size and convergence

Efficient sample size (ESS). MCMC chains are autocorrelated, successive steps are near each other, and are not independant. ESS reflects the number of independant iterations, i.e. chain length while taking into account the autocorrelation. Check the ESS of any parameter of interest.
We need \(ess > 100\) independant steps.

coda::effectiveSize()

Gelman-Rubin test \(\hat{R}\) or Rhat to assess the mixing of chains. Values near \(1\) indicates likely convergence, a value of \(≤1.1\) is considered acceptable.

coda::gelman.diag()

What if we have issues of convergence ?

Increase burnin.
Sample more.
Consider informative priors.
Change initial values (e.g. estimates from simpler models).
Change the sampler.
Go for a simpler model.

Plot posterior distribution

\[~\]

Named a density plot.

Plot posterior distribution

\[~~\]

Prior distribution

\[~~\]

Posterior distribution

Plot prior and posterior distribution

Something about the effect of priors over posteriors

Gimenez et al. 2025

Plot posterior distribution

\[~\]

Named a density plot.

You can extract the parameter value: mean, median

the precision associated: standard deviation, credible interval

To sum up with Bayesian statistics and MCMC

The Bayesian pipeline

Priors: define a prior distribution.
Initial values: pick starting values for the chain.
MCMC parameters: define nb of chains, nb of iterations, burnin, (thinning).
Check convergence: trace and density plots, Rhat, effective size.
Interpret the results: work with posterior distribution.

To sum up with Bayesian statistics and MCMC

The Bayesian pipeline

Priors: define a prior distribution.
Initial values: pick starting values for the chain.
MCMC parameters: define nb of chains, nb of iterations, burnin, (thinning).
Check convergence: trace and density plots, Rhat, effective size.
Interpret the results: work with posterior distribution.

\[~~\]

Oh yes, we also need to write a model! 😇

NIMBLE

Numerical Inference for statistical Models using Bayesian and Likelihood Estimation.
Uses almost the same model code as BUGS and JAGS. Belongs to a library of other Bayesian methods (Stan), and Laplace approximation (TMB).

\[~~\]

A flexible programming system to write new analysis methods.

Load `nimble` package

Install NIMBLE package.

Download Xcode for MacOs or Rtools for Windows.
Visit https://r-nimble.org/download
and good luck ! 😬

\[~~\]

Then load NIMBLE

library(nimble)

The fictive roe deer poop example

We will use the GLM example of part 1.

Wild boar counts

In frequentist with glm()

mod <- glm(conteo ~ temp, data = datos, family = poisson(link = "log"))

    conteo temp
1        6  1.2
2        8  2.5
3       28  4.9
4      220  8.9
5        6  0.4
6      225  8.8
7      294  9.3
8       50  5.9
9       46  5.5
10       1 -1.3
11       2  0.5
12       4  0.1
13      59  6.2
14       7  2.6
15      92  7.2
16      13  4.0
17      86  6.6
18     386  9.9
19      17  2.6
20     104  7.3
21     274  9.2
22       2  0.5
23      53  5.8
24       1 -0.5
25       6  1.2
26       6  2.6
27       2 -1.8
28      11  2.6
29     183  8.4
30       7  2.1
31      18  3.8
32      37  5.2
33      16  3.9
34       5  0.2
35     139  7.9
36      52  6.0
37     121  7.5
38       2 -0.7
39      86  6.7
40      10  2.9
41     156  7.9
42      53  5.8
43     123  7.4
44      22  4.6
45      30  4.4
46     123  7.5
47       3 -1.7
48      17  3.7
49      78  6.8
50      58  6.3
51      21  3.7
52     182  8.3
53      11  3.3
54       2  0.9
55       1 -1.2
56       2 -0.8
57       4  1.8
58      19  4.2
59      42  5.9
60      14  2.9
61     250  9.0
62      10  1.5
63      14  3.5
64       5  2.0
65      46  5.8
66       5  1.1
67      14  3.7
68     109  7.2
69       0 -1.0
70     186  8.5
71       9  2.1
72     162  8.1
73       7  2.2
74       7  2.0
75      15  3.7
76     195  8.7
77     178  8.4
78      15  2.7
79     119  7.3
80     318  9.5
81       8  3.2
82      70  6.6
83       9  2.8
84       9  1.9
85      99  7.1
86       1  0.4
87      75  6.5
88       1 -0.5
89       1  0.9
90       1 -0.3
91       3  0.9
92       0 -1.3
93      43  5.7
94     177  8.5
95      85  7.3
96     117  7.6
97      13  3.5
98       8  2.9
99     151  7.7
100     38  5.3

Step 1: write a model

It’s the key step of Bayesian statistics. With nimble the sky is the limit! A model is made of likelihood and priors.

You can modify, adapt every model.

In Bayesian with nimble.

\[N_i \sim \mbox{Poisson}(\lambda_i)\]

\[\mbox{log}(\lambda_i) = \beta_0 + \beta_1 \mbox{Temperature}_i\] for every site \(i\) in nsites.

Code

glm.rd <- nimbleCode({
  
  # priors
  b0 ~ dnorm(0, 1)
  b1 ~ dnorm(0, 1)
  
  # likelihood
  for(i in 1:nsites){
    
    log(lambda[i]) <- b0 + b1 * temp[i]
    
    conteo[i] ~ dpois(lambda[i])
  }
  
})

Step 2: Read in data

To Nimble, not all “data” is data…

Constants:

Do never change
E.g. vector of known index values, variables used to define for-loops, etc.

Data:

Can be (re-)simulated within a model
E.g. stuff that only appears to the left of a “~”

Code

glm.rd <- nimbleCode({
  
  # priors
  b0 ~ dnorm(0, 1)
  b1 ~ dnorm(0, 1)
  
  # likelihood
  for(i in 1:nsites){
    
    log(lambda[i]) <- b0 + b1 * temp[i]
    
    conteo[i] ~ dpois(lambda[i])
  }
  
})

my.data <- list(conteo = datos$conteo)
my.constants <- list(temp = datos$temp,
                     nsites = nrow(datos))

Step 3: Initials values and parameters to save.

Specify initial values

Initial values can be fixed, then it will the same start for every MCMC chain
or Initial values can be obtain from a draw in a probability distribution.
It must be in the prior distribution

Which parameters to save?

Indicate all the parameter you want to save. Here, we are only interested in \(\beta_0\) and \(\beta_1\).

Code

\[~~\]

initial.values <- list(b0 = rnorm(1,0,1),
                       b1 = rnorm(1, 0, 1))

parameters.to.save <- c("b0", "b1")

Step 4: MCMC details

\[~\]

Number of iterations
Length of burnin
Number of chains
Ration of thinning

Code

\[~~\]

n.iter <- 3000
n.burnin <- 200
n.chains <- 3
n.thin <- 1

Sum up

Write a model
Read in data
Pick initial values
Specify parameters to save
Parametrize MCMC

Now, you’re ready to run! 🎉 💪

Code

glm.rd <- nimbleCode({
  
  # priors
  b0 ~ dnorm(0, 1)
  b1 ~ dnorm(0, 1)
  
  # likelihood
  for(i in 1:nsites){
    
    log(lambda[i]) <- b0 + b1 * temp[i]
    
    conteo[i] ~ dpois(lambda[i])
  }
  
})

my.data <- list(conteo = datos$conteo)
my.constants <- list(temp = datos$temp,
                     nsites = nrow(datos))

initial.values <- list(b0 = rnorm(1,0,1),
                       b1 = rnorm(1, 0, 1))

parameters.to.save <- c("b0", "b1")

n.iter <- 5000
n.burnin <- 1000
n.chains <- 2
n.thin <- 1

Run model!

mcmc.output <- nimbleMCMC(code = glm.rd,     
                          data = my.data,  
                          constants = my.constants,
                          inits = initial.values,
                          monitors = parameters.to.save,
                          thin = n.thin,
                          niter = n.iter, 
                          nburnin = n.burnin, 
                          nchains = n.chains)

Explore MCMC outputs

str(mcmc.output)

List of 2
 $ chain1: num [1:4000, 1:2] 0.942 0.947 0.947 0.947 0.947 ...
  ..- attr(*, "dimnames")=List of 2
  .. ..$ : NULL
  .. ..$ : chr [1:2] "b0" "b1"
 $ chain2: num [1:4000, 1:2] 0.979 0.963 0.927 0.927 0.918 ...
  ..- attr(*, "dimnames")=List of 2
  .. ..$ : NULL
  .. ..$ : chr [1:2] "b0" "b1"

Explore MCMC outputs

head(mcmc.output$chain1)

            b0       b1
[1,] 0.9423483 0.507695
[2,] 0.9465896 0.507695
[3,] 0.9465896 0.507695
[4,] 0.9465881 0.507695
[5,] 0.9465881 0.507695
[6,] 0.9465881 0.507695

Numerical summaries

Bayesian with Nimble

library(MCMCvis)
MCMCsummary(mcmc.output, round = 2)

   mean   sd 2.5%  50% 97.5% Rhat n.eff
b0 0.92 0.06 0.81 0.92  1.02 1.05    56
b1 0.51 0.01 0.50 0.51  0.52 1.05    56

Frequentist with glm()

summary(mod)


Call:
glm(formula = conteo ~ temp, family = poisson(link = "log"), 
    data = datos)

Coefficients:
            Estimate Std. Error z value Pr(>|z|)    
(Intercept) 0.930115   0.055375   16.80   <2e-16 ***
temp        0.509376   0.007002   72.75   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for poisson family taken to be 1)

    Null deviance: 9052.170  on 99  degrees of freedom
Residual deviance:   79.327  on 98  degrees of freedom
AIC: 568.48

Number of Fisher Scoring iterations: 4

Trace and posterior density

MCMCtrace(mcmc.output,  pdf = F)

Predictions

Here, we want to predict the relation between \(\lambda\), the number of roe deer poop, and the temperature.

Predictions

Here, we want to predict the relation between \(\lambda\), the number of roe deer poop, and the temperature.

One key point of Bayesian statistics is that you obtain posterior distribution of the parameter, not a point estimate.

mcmc.bind <- rbind(mcmc.output$chain1, mcmc.output$chain2)

mcmc.bind

               b0        b1
   [1,] 0.9423483 0.5076950
   [2,] 0.9465896 0.5076950
   [3,] 0.9465896 0.5076950
   [4,] 0.9465881 0.5076950
   [5,] 0.9465881 0.5076950
   [6,] 0.9465881 0.5076950
   [7,] 0.9465881 0.5076950
   [8,] 0.9465881 0.5126490
   [9,] 0.9274358 0.5103473
  [10,] 0.8971905 0.5103473
  [11,] 0.8884327 0.5183355
  [12,] 0.8836065 0.5179455
  [13,] 0.8836065 0.5179455
  [14,] 0.8506656 0.5179455
  [15,] 0.8506656 0.5179455
  [16,] 0.8506656 0.5179455
  [17,] 0.8506656 0.5179455
  [18,] 0.8506656 0.5179455
  [19,] 0.8506656 0.5179086
  [20,] 0.8506656 0.5179086
  [21,] 0.8562760 0.5192127
  [22,] 0.8562760 0.5192127
  [23,] 0.8562760 0.5192127
  [24,] 0.8562760 0.5192127
  [25,] 0.8562760 0.5192127
  [26,] 0.8562760 0.5190260
  [27,] 0.8745997 0.5190260
  [28,] 0.8745997 0.5190260
  [29,] 0.8745997 0.5123200
  [30,] 0.8771304 0.5123200
  [31,] 0.8771304 0.5120637
  [32,] 0.9110096 0.5120637
  [33,] 0.9110096 0.5120637
  [34,] 0.9110096 0.5120637
  [35,] 0.9110096 0.5109360
  [36,] 0.9110096 0.5109360
  [37,] 0.9302906 0.5063999
  [38,] 0.9326690 0.5079975
  [39,] 0.9326690 0.5079975
  [40,] 0.9326690 0.5079975
  [41,] 0.9513089 0.5079975
  [42,] 0.9310447 0.5079975
  [43,] 0.9574473 0.5079975
  [44,] 0.9574473 0.5079975
  [45,] 0.9574473 0.5079975
  [46,] 0.9532816 0.5079975
  [47,] 0.9532816 0.5079975
  [48,] 0.9585889 0.5079975
  [49,] 0.9393235 0.5090864
  [50,] 0.9393235 0.5090864
  [51,] 0.9518320 0.5093975
  [52,] 0.9006476 0.5148062
  [53,] 0.8805303 0.5148062
  [54,] 0.8805303 0.5148062
  [55,] 0.8786149 0.5148062
  [56,] 0.8945883 0.5132421
  [57,] 0.8945883 0.5132421
  [58,] 0.8941929 0.5132421
  [59,] 0.9011707 0.5132421
  [60,] 0.9011707 0.5132421
  [61,] 0.9011707 0.5132421
  [62,] 0.9011707 0.5132421
  [63,] 0.9058737 0.5133782
  [64,] 0.8822067 0.5133782
  [65,] 0.8822067 0.5133782
  [66,] 0.8822067 0.5142912
  [67,] 0.8822067 0.5142912
  [68,] 0.8679826 0.5142912
  [69,] 0.8679826 0.5142912
  [70,] 0.8679826 0.5142912
  [71,] 0.8679826 0.5163255
  [72,] 0.8679826 0.5163255
  [73,] 0.8725215 0.5163255
  [74,] 0.8725215 0.5183491
  [75,] 0.8741254 0.5183491
  [76,] 0.8741254 0.5142623
  [77,] 0.8850317 0.5142623
  [78,] 0.8712827 0.5142623
  [79,] 0.9094121 0.5142623
  [80,] 0.9134583 0.5142623
  [81,] 0.9134583 0.5105454
  [82,] 0.9134583 0.5105454
  [83,] 0.9134583 0.5105454
  [84,] 0.9134583 0.5105454
  [85,] 0.9199818 0.5105454
  [86,] 0.9199818 0.5105454
  [87,] 0.9199818 0.5089314
  [88,] 0.9199818 0.5089314
  [89,] 0.9147638 0.5089314
  [90,] 0.9147638 0.5089314
  [91,] 0.9147638 0.5089314
  [92,] 0.9082217 0.5116220
  [93,] 0.9042647 0.5124005
  [94,] 0.9042647 0.5124005
  [95,] 0.9042647 0.5124005
  [96,] 0.9042647 0.5139008
  [97,] 0.9042647 0.5139008
  [98,] 0.8867146 0.5139008
  [99,] 0.9100597 0.5138860
 [100,] 0.9078876 0.5138860
 [101,] 0.8890892 0.5138860
 [102,] 0.8890892 0.5138860
 [103,] 0.8798377 0.5138860
 [104,] 0.8798377 0.5151709
 [105,] 0.8798377 0.5151709
 [106,] 0.8798377 0.5151709
 [107,] 0.8798377 0.5129983
 [108,] 0.8798377 0.5129983
 [109,] 0.8798377 0.5129983
 [110,] 0.8898554 0.5129983
 [111,] 0.8840528 0.5173929
 [112,] 0.8776466 0.5173929
 [113,] 0.8804926 0.5173929
 [114,] 0.8804926 0.5164441
 [115,] 0.8804926 0.5164441
 [116,] 0.8961189 0.5164441
 [117,] 0.8751930 0.5164441
 [118,] 0.8751930 0.5164441
 [119,] 0.8751930 0.5164441
 [120,] 0.8751930 0.5164441
 [121,] 0.8751930 0.5164441
 [122,] 0.8751930 0.5164441
 [123,] 0.8751930 0.5164441
 [124,] 0.8852891 0.5164441
 [125,] 0.8852891 0.5164441
 [126,] 0.8606153 0.5176465
 [127,] 0.8432982 0.5178753
 [128,] 0.8432982 0.5178753
 [129,] 0.8441469 0.5178753
 [130,] 0.8441469 0.5180171
 [131,] 0.8496754 0.5180171
 [132,] 0.8781956 0.5180171
 [133,] 0.8781956 0.5180171
 [134,] 0.8547069 0.5180171
 [135,] 0.8404367 0.5180171
 [136,] 0.8574511 0.5180171
 [137,] 0.8476833 0.5180171
 [138,] 0.8488899 0.5180171
 [139,] 0.8488899 0.5180171
 [140,] 0.8488899 0.5180171
 [141,] 0.8488899 0.5179115
 [142,] 0.8488899 0.5214170
 [143,] 0.8488899 0.5214170
 [144,] 0.8409048 0.5214170
 [145,] 0.8191537 0.5214170
 [146,] 0.8191537 0.5208207
 [147,] 0.8191537 0.5208207
 [148,] 0.8191537 0.5208207
 [149,] 0.8634796 0.5136151
 [150,] 0.9053145 0.5136151
 [151,] 0.9053145 0.5136151
 [152,] 0.8914608 0.5126668
 [153,] 0.8914608 0.5126668
 [154,] 0.8914608 0.5148428
 [155,] 0.8914608 0.5131194
 [156,] 0.9091978 0.5131194
 [157,] 0.9091978 0.5131194
 [158,] 0.9091978 0.5131194
 [159,] 0.9105143 0.5131194
 [160,] 0.9240391 0.5131194
 [161,] 0.9061241 0.5131194
 [162,] 0.9061241 0.5110519
 [163,] 0.9061241 0.5110519
 [164,] 0.9075757 0.5110519
 [165,] 0.9075757 0.5110519
 [166,] 0.9075757 0.5110519
 [167,] 0.9075757 0.5113367
 [168,] 0.9075757 0.5113367
 [169,] 0.9075757 0.5113367
 [170,] 0.9139011 0.5113367
 [171,] 0.9139011 0.5113367
 [172,] 0.9139011 0.5113367
 [173,] 0.9283113 0.5113367
 [174,] 0.9005553 0.5133234
 [175,] 0.9087507 0.5133234
 [176,] 0.9087507 0.5133234
 [177,] 0.9087507 0.5133234
 [178,] 0.9277345 0.5133234
 [179,] 0.9163975 0.5133234
 [180,] 0.9104910 0.5133234
 [181,] 0.9104910 0.5133234
 [182,] 0.9104910 0.5133234
 [183,] 0.8875187 0.5133234
 [184,] 0.8969378 0.5133234
 [185,] 0.8879977 0.5133234
 [186,] 0.9139421 0.5130599
 [187,] 0.8931839 0.5130599
 [188,] 0.8931839 0.5130599
 [189,] 0.9190878 0.5130599
 [190,] 0.9190555 0.5130599
 [191,] 0.9052450 0.5130599
 [192,] 0.9248467 0.5130599
 [193,] 0.8758221 0.5143319
 [194,] 0.8702314 0.5160071
 [195,] 0.8702314 0.5160071
 [196,] 0.8702314 0.5160071
 [197,] 0.8702314 0.5160071
 [198,] 0.8702314 0.5155055
 [199,] 0.8968291 0.5155055
 [200,] 0.8968291 0.5155055
 [201,] 0.8707838 0.5163468
 [202,] 0.8707838 0.5163468
 [203,] 0.8707838 0.5163468
 [204,] 0.8707838 0.5163468
 [205,] 0.8707838 0.5174331
 [206,] 0.8707838 0.5174331
 [207,] 0.8707838 0.5174331
 [208,] 0.8707838 0.5174331
 [209,] 0.8707838 0.5162107
 [210,] 0.8707838 0.5162107
 [211,] 0.8707838 0.5162107
 [212,] 0.8722762 0.5162107
 [213,] 0.8722762 0.5162107
 [214,] 0.8722762 0.5176730
 [215,] 0.8843114 0.5176730
 [216,] 0.8611434 0.5174664
 [217,] 0.8794627 0.5183352
 [218,] 0.8794627 0.5151274
 [219,] 0.8954439 0.5151274
 [220,] 0.8974499 0.5151274
 [221,] 0.8896994 0.5151274
 [222,] 0.8896994 0.5151274
 [223,] 0.8896994 0.5127588
 [224,] 0.8896994 0.5127588
 [225,] 0.8896994 0.5109459
 [226,] 0.8896994 0.5103983
 [227,] 0.9181306 0.5109422
 [228,] 0.9181306 0.5096270
 [229,] 0.9610024 0.5052482
 [230,] 0.9610024 0.5052482
 [231,] 0.9610024 0.5052482
 [232,] 0.9610024 0.5072229
 [233,] 0.9610024 0.5072229
 [234,] 0.9421033 0.5072229
 [235,] 0.9421033 0.5072229
 [236,] 0.9421033 0.5072229
 [237,] 0.9553771 0.5072229
 [238,] 0.9553771 0.5072229
 [239,] 0.9553771 0.5038883
 [240,] 0.9553771 0.5038883
 [241,] 0.9807542 0.5038883
 [242,] 0.9644844 0.5038883
 [243,] 0.9605837 0.5038883
 [244,] 0.9605837 0.5038883
 [245,] 0.9833973 0.5038883
 [246,] 0.9833973 0.5038883
 [247,] 0.9833973 0.5018501
 [248,] 0.9894790 0.5018501
 [249,] 0.9894790 0.5018501
 [250,] 0.9894790 0.5011420
 [251,] 0.9894790 0.5011420
 [252,] 0.9894790 0.4987219
 [253,] 1.0109085 0.4996482
 [254,] 0.9956933 0.4996482
 [255,] 0.9956933 0.4996804
 [256,] 0.9908805 0.5006168
 [257,] 0.9714621 0.5028950
 [258,] 0.9714621 0.5028950
 [259,] 0.9758560 0.5028950
 [260,] 0.9758560 0.5028950
 [261,] 0.9758560 0.5028950
 [262,] 0.9758560 0.5028950
 [263,] 0.9758560 0.5028950
 [264,] 0.9758560 0.5028950
 [265,] 0.9787025 0.5028950
 [266,] 0.9787025 0.5028950
 [267,] 0.9787025 0.5028950
 [268,] 0.9787025 0.5028950
 [269,] 0.9787025 0.5028950
 [270,] 0.9768240 0.5028950
 [271,] 0.9768240 0.5028950
 [272,] 0.9766781 0.5047519
 [273,] 0.9801341 0.5046651
 [274,] 0.9801341 0.5046651
 [275,] 0.9703053 0.5046651
 [276,] 0.9703053 0.5046651
 [277,] 0.9703053 0.5046651
 [278,] 0.9457377 0.5080454
 [279,] 0.9457377 0.5080454
 [280,] 0.9457377 0.5080454
 [281,] 0.9457377 0.5072337
 [282,] 0.9457377 0.5072337
 [283,] 0.9457377 0.5072337
 [284,] 0.8971275 0.5072337
 [285,] 0.8971275 0.5072337
 [286,] 0.9448923 0.5072337
 [287,] 0.9427585 0.5072337
 [288,] 0.9427585 0.5069258
 [289,] 0.9427585 0.5088747
 [290,] 0.9427585 0.5088747
 [291,] 0.9427585 0.5088747
 [292,] 0.9527102 0.5088747
 [293,] 0.9527102 0.5088747
 [294,] 0.9527102 0.5068689
 [295,] 0.9607894 0.5068689
 [296,] 0.9607894 0.5044445
 [297,] 0.9607894 0.5044445
 [298,] 0.9607894 0.5044445
 [299,] 0.9607894 0.5044445
 [300,] 0.9607894 0.5057490
 [301,] 0.9607894 0.5050688
 [302,] 0.9727768 0.5050688
 [303,] 0.9493179 0.5031987
 [304,] 0.9493179 0.5069907
 [305,] 0.9493179 0.5069907
 [306,] 0.9493179 0.5069907
 [307,] 0.9540560 0.5066237
 [308,] 0.9456865 0.5079128
 [309,] 0.9456865 0.5079128
 [310,] 0.9456865 0.5066406
 [311,] 0.9597857 0.5066406
 [312,] 0.9536280 0.5055238
 [313,] 0.9536280 0.5078542
 [314,] 0.9498464 0.5098297
 [315,] 0.9498464 0.5051792
 [316,] 0.9498464 0.5051792
 [317,] 0.9522656 0.5059366
 [318,] 0.9522656 0.5059366
 [319,] 0.9629444 0.5059366
 [320,] 0.9629444 0.5059366
 [321,] 0.9713933 0.5093301
 [322,] 0.9713933 0.5095742
 [323,] 0.9713933 0.5066478
 [324,] 0.9454814 0.5066478
 [325,] 0.9631592 0.5058918
 [326,] 0.9631592 0.5058918
 [327,] 0.9577869 0.5058918
 [328,] 0.9577869 0.5058918
 [329,] 0.9577869 0.5092637
 [330,] 0.9266646 0.5106904
 [331,] 0.9266646 0.5089816
 [332,] 0.9266646 0.5089816
 [333,] 0.9192816 0.5099423
 [334,] 0.9141925 0.5099423
 [335,] 0.9141925 0.5099423
 [336,] 0.9141925 0.5099423
 [337,] 0.9141925 0.5099423
 [338,] 0.9298885 0.5099423
 [339,] 0.9298885 0.5099423
 [340,] 0.9298885 0.5099423
 [341,] 0.9304652 0.5090253
 [342,] 0.9424803 0.5096957
 [343,] 0.9424803 0.5058949
 [344,] 0.9424803 0.5058949
 [345,] 0.9397501 0.5088760
 [346,] 0.9332360 0.5088760
 [347,] 0.9332360 0.5088760
 [348,] 0.9332360 0.5088760
 [349,] 0.9332360 0.5088760
 [350,] 0.9322169 0.5088760
 [351,] 0.9322169 0.5114785
 [352,] 0.9322169 0.5114785
 [353,] 0.9119617 0.5120042
 [354,] 0.9119617 0.5120042
 [355,] 0.9120536 0.5150965
 [356,] 0.9238300 0.5150965
 [357,] 0.9238300 0.5150965
 [358,] 0.8579544 0.5150965
 [359,] 0.8704512 0.5150965
 [360,] 0.8749665 0.5150965
 [361,] 0.8749665 0.5150965
 [362,] 0.8749665 0.5175023
 [363,] 0.8749665 0.5175023
 [364,] 0.8749665 0.5175023
 [365,] 0.8624107 0.5188624
 [366,] 0.8624107 0.5188624
 [367,] 0.8624107 0.5188624
 [368,] 0.8624107 0.5188624
 [369,] 0.8481808 0.5188624
 [370,] 0.8481808 0.5188624
 [371,] 0.8363081 0.5188624
 [372,] 0.8363081 0.5214282
 [373,] 0.8276240 0.5228646
 [374,] 0.8276240 0.5219422
 [375,] 0.8276240 0.5219422
 [376,] 0.8276240 0.5219422
 [377,] 0.8276240 0.5219422
 [378,] 0.8276240 0.5219422
 [379,] 0.8276240 0.5220301
 [380,] 0.8507209 0.5220301
 [381,] 0.8507209 0.5220301
 [382,] 0.8507209 0.5220301
 [383,] 0.8319900 0.5211281
 [384,] 0.8319900 0.5239669
 [385,] 0.8319900 0.5239669
 [386,] 0.8319900 0.5239669
 [387,] 0.8319900 0.5239669
 [388,] 0.8405428 0.5214935
 [389,] 0.8405428 0.5214935
 [390,] 0.8405428 0.5181470
 [391,] 0.8900072 0.5181470
 [392,] 0.8716623 0.5181470
 [393,] 0.8716623 0.5181470
 [394,] 0.8716623 0.5181470
 [395,] 0.8716623 0.5181470
 [396,] 0.8594494 0.5181470
 [397,] 0.8594494 0.5180237
 [398,] 0.8749280 0.5180237
 [399,] 0.8670985 0.5180237
 [400,] 0.8670985 0.5176653
 [401,] 0.8670985 0.5176653
 [402,] 0.8739614 0.5176653
 [403,] 0.8739614 0.5176653
 [404,] 0.8739614 0.5176653
 [405,] 0.8739614 0.5146102
 [406,] 0.8994253 0.5109227
 [407,] 0.9167288 0.5105411
 [408,] 0.9167288 0.5105411
 [409,] 0.9167288 0.5105411
 [410,] 0.9167288 0.5125761
 [411,] 0.9167288 0.5125761
 [412,] 0.9122103 0.5092175
 [413,] 0.9325720 0.5092175
 [414,] 0.9325720 0.5092175
 [415,] 0.9325720 0.5092175
 [416,] 0.9224978 0.5117774
 [417,] 0.9055612 0.5117774
 [418,] 0.9014375 0.5117774
 [419,] 0.9014375 0.5117774
 [420,] 0.8874075 0.5145495
 [421,] 0.8874075 0.5145495
 [422,] 0.8792774 0.5145495
 [423,] 0.8792774 0.5153193
 [424,] 0.8792774 0.5153193
 [425,] 0.8792774 0.5153193
 [426,] 0.8941321 0.5141840
 [427,] 0.8941321 0.5141840
 [428,] 0.8941321 0.5141840
 [429,] 0.8941321 0.5146862
 [430,] 0.8941321 0.5146862
 [431,] 0.8941321 0.5138043
 [432,] 0.8941321 0.5138043
 [433,] 0.8941321 0.5138043
 [434,] 0.8941321 0.5138043
 [435,] 0.8941321 0.5138043
 [436,] 0.8941321 0.5124831
 [437,] 0.8941321 0.5162016
 [438,] 0.8934271 0.5162016
 [439,] 0.8934271 0.5162016
 [440,] 0.8934271 0.5143856
 [441,] 0.8934271 0.5143856
 [442,] 0.9155568 0.5143856
 [443,] 0.9155568 0.5143856
 [444,] 0.9048991 0.5129137
 [445,] 0.8846397 0.5129137
 [446,] 0.9206544 0.5129137
 [447,] 0.9206544 0.5129137
 [448,] 0.9206544 0.5129137
 [449,] 0.9018040 0.5129254
 [450,] 0.9018040 0.5129254
 [451,] 0.9018040 0.5129254
 [452,] 0.9022295 0.5129254
 [453,] 0.9090886 0.5129254
 [454,] 0.9090886 0.5113900
 [455,] 0.9264428 0.5113900
 [456,] 0.9112487 0.5119884
 [457,] 0.9112487 0.5119884
 [458,] 0.9112487 0.5119884
 [459,] 0.9112487 0.5119884
 [460,] 0.9110301 0.5131314
 [461,] 0.9110301 0.5131314
 [462,] 0.9134099 0.5131314
 [463,] 0.9041687 0.5119666
 [464,] 0.8977158 0.5119666
 [465,] 0.8977158 0.5119666
 [466,] 0.9279494 0.5119666
 [467,] 0.9279494 0.5075402
 [468,] 0.9279494 0.5075402
 [469,] 0.9279494 0.5075402
 [470,] 0.9561697 0.5040204
 [471,] 0.9561697 0.5040204
 [472,] 0.9601657 0.5040204
 [473,] 0.9601657 0.5040204
 [474,] 0.9601657 0.5040204
 [475,] 0.9601657 0.5040204
 [476,] 0.9669072 0.5039226
 [477,] 0.9669072 0.5017296
 [478,] 0.9669072 0.5017296
 [479,] 0.9972035 0.5010680
 [480,] 0.9951676 0.5012421
 [481,] 0.9951676 0.5012421
 [482,] 0.9799771 0.5012421
 [483,] 0.9799771 0.5005107
 [484,] 0.9799771 0.5005107
 [485,] 0.9799771 0.5010487
 [486,] 0.9799771 0.5010487
 [487,] 0.9799771 0.5071365
 [488,] 0.9799771 0.5055457
 [489,] 0.9799771 0.5063991
 [490,] 0.9799771 0.5060930
 [491,] 0.9737521 0.5039556
 [492,] 0.9737521 0.5035717
 [493,] 0.9737521 0.5035717
 [494,] 0.9737521 0.5035717
 [495,] 0.9737521 0.5035717
 [496,] 0.9660436 0.5028219
 [497,] 0.9921789 0.5028219
 [498,] 0.9838682 0.5028219
 [499,] 0.9838682 0.5028219
 [500,] 0.9837621 0.5028219
 [501,] 0.9914188 0.5028219
 [502,] 0.9914188 0.5028219
 [503,] 0.9914188 0.5028219
 [504,] 1.0009694 0.5028219
 [505,] 0.9804135 0.5028219
 [506,] 0.9804135 0.4999412
 [507,] 0.9804135 0.4999412
 [508,] 0.9804135 0.4999412
 [509,] 0.9804135 0.4999412
 [510,] 0.9804135 0.5020690
 [511,] 0.9768182 0.5020690
 [512,] 0.9853615 0.5029659
 [513,] 0.9853615 0.5034509
 [514,] 0.9998357 0.5040945
 [515,] 1.0087221 0.5023816
 [516,] 1.0087221 0.5039006
 [517,] 1.0087221 0.5032804
 [518,] 0.9960017 0.4990137
 [519,] 0.9960017 0.4990137
 [520,] 1.0099772 0.4990137
 [521,] 1.0390352 0.4985386
 [522,] 1.0390352 0.4985386
 [523,] 0.9949233 0.4985386
 [524,] 1.0252654 0.4985386
 [525,] 1.0252654 0.4985386
 [526,] 1.0252654 0.4985386
 [527,] 1.0075123 0.5015493
 [528,] 0.9910237 0.5015493
 [529,] 0.9910237 0.5015493
 [530,] 0.9910237 0.5004027
 [531,] 0.9910237 0.5004328
 [532,] 0.9910237 0.5032310
 [533,] 0.9910237 0.5032310
 [534,] 0.9988503 0.5029819
 [535,] 0.9988503 0.5029819
 [536,] 0.9699511 0.5029819
 [537,] 0.9699511 0.5029819
 [538,] 0.9699511 0.5061233
 [539,] 0.9418845 0.5061233
 [540,] 0.9594071 0.5071378
 [541,] 0.9594071 0.5071378
 [542,] 0.9633808 0.5077652
 [543,] 0.9490715 0.5070211
 [544,] 0.9535781 0.5077515
 [545,] 0.9578701 0.5075758
 [546,] 0.9578701 0.5052436
 [547,] 0.9578701 0.5052436
 [548,] 0.9645446 0.5023322
 [549,] 0.9588137 0.5023322
 [550,] 0.9588137 0.5024951
 [551,] 0.9588137 0.5059662
 [552,] 0.9588137 0.5059662
 [553,] 0.9484097 0.5092935
 [554,] 0.9401671 0.5092935
 [555,] 0.9401671 0.5092935
 [556,] 0.9401671 0.5086162
 [557,] 0.9517484 0.5068980
 [558,] 0.9460242 0.5078946
 [559,] 0.9446838 0.5078946
 [560,] 0.9446838 0.5081248
 [561,] 0.9514008 0.5081248
 [562,] 0.9514008 0.5060097
 [563,] 0.9576757 0.5060097
 [564,] 0.9651319 0.5034627
 [565,] 0.9636063 0.5040719
 [566,] 0.9636063 0.5040719
 [567,] 0.9694749 0.5040719
 [568,] 0.9694749 0.5040719
 [569,] 0.9816971 0.5040719
 [570,] 0.9554646 0.5040719
 [571,] 0.9515034 0.5040719
 [572,] 0.9515034 0.5040719
 [573,] 0.9701809 0.5040719
 [574,] 0.9701809 0.5040719
 [575,] 0.9701809 0.5040719
 [576,] 0.9662911 0.5040719
 [577,] 0.9721473 0.5040719
 [578,] 0.9721473 0.5040719
 [579,] 0.9721473 0.5037186
 [580,] 0.9721473 0.5056862
 [581,] 0.9721473 0.5038995
 [582,] 0.9540522 0.5038995
 [583,] 0.9540522 0.5038995
 [584,] 0.9540522 0.5059248
 [585,] 0.9540522 0.5059248
 [586,] 0.9540522 0.5063659
 [587,] 0.9638895 0.5046334
 [588,] 0.9460198 0.5054594
 [589,] 0.9727815 0.5055769
 [590,] 0.9764593 0.5055769
 [591,] 0.9764593 0.5055769
 [592,] 0.9764593 0.5055769
 [593,] 0.9764593 0.5055769
 [594,] 0.9764593 0.5055769
 [595,] 0.9764593 0.5048047
 [596,] 0.9764593 0.5019499
 [597,] 0.9764593 0.5019499
 [598,] 0.9764593 0.5019499
 [599,] 0.9764593 0.5019499
 [600,] 0.9764593 0.5019499
 [601,] 0.9764593 0.5019499
 [602,] 0.9764593 0.5006481
 [603,] 0.9764593 0.5006481
 [604,] 0.9764593 0.5006481
 [605,] 1.0111878 0.4978561
 [606,] 1.0111878 0.5037787
 [607,] 0.9582708 0.5037787
 [608,] 0.9799882 0.5037787
 [609,] 0.9799882 0.5037787
 [610,] 0.9569160 0.5056221
 [611,] 0.9421727 0.5058942
 [612,] 0.9421727 0.5064025
 [613,] 0.9465858 0.5064025
 [614,] 0.9465858 0.5064025
 [615,] 0.9384709 0.5071247
 [616,] 0.9384709 0.5055065
 [617,] 0.9461491 0.5086259
 [618,] 0.9461491 0.5060823
 [619,] 0.9558048 0.5060823
 [620,] 0.9558048 0.5084967
 [621,] 0.9558048 0.5084967
 [622,] 0.9364521 0.5084967
 [623,] 0.9364521 0.5084967
 [624,] 0.9364521 0.5084833
 [625,] 0.9364521 0.5084833
 [626,] 0.9488152 0.5084167
 [627,] 0.9488152 0.5065387
 [628,] 0.9616096 0.5033138
 [629,] 0.9616096 0.5065105
 [630,] 0.9247927 0.5083363
 [631,] 0.9247927 0.5083363
 [632,] 0.9247927 0.5083363
 [633,] 0.9247927 0.5083363
 [634,] 0.9505897 0.5083363
 [635,] 0.9309595 0.5100061
 [636,] 0.9309595 0.5100061
 [637,] 0.9309595 0.5100061
 [638,] 0.9309595 0.5100061
 [639,] 0.9309595 0.5100061
 [640,] 0.9383283 0.5085053
 [641,] 0.9383283 0.5085053
 [642,] 0.9383283 0.5085053
 [643,] 0.9315095 0.5085053
 [644,] 0.9205007 0.5112515
 [645,] 0.9205007 0.5112515
 [646,] 0.9240938 0.5083741
 [647,] 0.9487885 0.5059962
 [648,] 0.9487885 0.5056279
 [649,] 0.9493481 0.5056279
 [650,] 0.9493481 0.5056279
 [651,] 0.9461902 0.5056279
 [652,] 0.9461902 0.5056279
 [653,] 0.9461902 0.5081572
 [654,] 0.9248809 0.5081572
 [655,] 0.9248809 0.5081572
 [656,] 0.9248809 0.5081572
 [657,] 0.9248809 0.5085381
 [658,] 0.9248809 0.5099452
 [659,] 0.9248809 0.5099452
 [660,] 0.9248809 0.5099452
 [661,] 0.9248809 0.5099452
 [662,] 0.9261761 0.5099452
 [663,] 0.9261761 0.5099452
 [664,] 0.9261761 0.5099452
 [665,] 0.9375428 0.5099452
 [666,] 0.9212154 0.5098212
 [667,] 0.9212154 0.5098212
 [668,] 0.9212154 0.5098212
 [669,] 0.9177288 0.5098212
 [670,] 0.9177288 0.5098212
 [671,] 0.9177288 0.5109148
 [672,] 0.9083279 0.5109148
 [673,] 0.9083279 0.5109148
 [674,] 0.9083279 0.5133780
 [675,] 0.9106270 0.5133780
 [676,] 0.9106270 0.5133780
 [677,] 0.9106270 0.5133780
 [678,] 0.9106270 0.5133780
 [679,] 0.9106270 0.5133780
 [680,] 0.9095465 0.5133780
 [681,] 0.9095465 0.5133780
 [682,] 0.9095465 0.5133780
 [683,] 0.9095465 0.5101092
 [684,] 0.9098182 0.5119632
 [685,] 0.9245275 0.5119632
 [686,] 0.9245275 0.5119632
 [687,] 0.9245275 0.5119632
 [688,] 0.9245275 0.5125041
 [689,] 0.9245275 0.5125041
 [690,] 0.9245275 0.5100372
 [691,] 0.9152921 0.5100372
 [692,] 0.9152921 0.5127688
 [693,] 0.9073018 0.5127688
 [694,] 0.9073018 0.5124831
 [695,] 0.9073018 0.5124831
 [696,] 0.8995137 0.5124831
 [697,] 0.8995137 0.5134266
 [698,] 0.8995137 0.5120328
 [699,] 0.9113326 0.5120328
 [700,] 0.9113326 0.5087938
 [701,] 0.9113326 0.5087938
 [702,] 0.9113326 0.5107479
 [703,] 0.9113326 0.5100847
 [704,] 0.9113326 0.5100847
 [705,] 0.9113326 0.5100847
 [706,] 0.9391725 0.5087727
 [707,] 0.9391725 0.5087727
 [708,] 0.9391725 0.5087727
 [709,] 0.9285472 0.5087727
 [710,] 0.9285472 0.5100619
 [711,] 0.9285472 0.5100619
 [712,] 0.9411213 0.5100619
 [713,] 0.9411213 0.5100619
 [714,] 0.9411213 0.5100619
 [715,] 0.9411213 0.5073739
 [716,] 0.9411213 0.5073739
 [717,] 0.9411213 0.5073739
 [718,] 0.9541998 0.5073739
 [719,] 0.9541998 0.5073739
 [720,] 0.9541998 0.5073739
 [721,] 0.9446000 0.5073739
 [722,] 0.9446000 0.5073739
 [723,] 0.9446000 0.5073739
 [724,] 0.9446000 0.5073739
 [725,] 0.9707957 0.5044447
 [726,] 0.9781083 0.5033004
 [727,] 0.9765413 0.5026311
 [728,] 0.9765413 0.5026311
 [729,] 0.9765413 0.5026311
 [730,] 0.9901114 0.5063602
 [731,] 0.9585657 0.5063602
 [732,] 0.9585657 0.5063602
 [733,] 0.9585657 0.5063602
 [734,] 0.9585657 0.5078382
 [735,] 0.9585657 0.5078382
 [736,] 0.9229152 0.5078382
 [737,] 0.9229152 0.5127875
 [738,] 0.9053125 0.5127875
 [739,] 0.9053125 0.5137108
 [740,] 0.9053125 0.5133008
 [741,] 0.9053125 0.5133008
 [742,] 0.9053125 0.5126105
 [743,] 0.9053125 0.5111016
 [744,] 0.9053125 0.5111016
 [745,] 0.9226540 0.5111016
 [746,] 0.9226540 0.5111016
 [747,] 0.9220424 0.5111016
 [748,] 0.9220424 0.5111016
 [749,] 0.9048958 0.5134725
 [750,] 0.9048958 0.5134725
 [751,] 0.9048958 0.5134725
 [752,] 0.9048958 0.5112282
 [753,] 0.8842733 0.5153605
 [754,] 0.8998458 0.5121561
 [755,] 0.8998458 0.5121561
 [756,] 0.8880157 0.5121561
 [757,] 0.9160492 0.5121561
 [758,] 0.9266589 0.5121561
 [759,] 0.9125309 0.5112908
 [760,] 0.9125309 0.5112908
 [761,] 0.9125309 0.5112908
 [762,] 0.9125309 0.5112908
 [763,] 0.8983793 0.5112908
 [764,] 0.8983793 0.5112908
 [765,] 0.8983793 0.5147652
 [766,] 0.8983793 0.5147652
 [767,] 0.8983793 0.5131034
 [768,] 0.8983793 0.5131034
 [769,] 0.8983793 0.5131034
 [770,] 0.8955637 0.5131034
 [771,] 0.8955637 0.5145250
 [772,] 0.8757763 0.5145250
 [773,] 0.8894541 0.5155870
 [774,] 0.8894541 0.5140314
 [775,] 0.8894541 0.5140314
 [776,] 0.8993862 0.5140314
 [777,] 0.8993862 0.5097083
 [778,] 0.8993862 0.5162444
 [779,] 0.8993862 0.5162444
 [780,] 0.8993862 0.5162444
 [781,] 0.8860689 0.5162444
 [782,] 0.8860689 0.5162444
 [783,] 0.8860689 0.5162444
 [784,] 0.8860689 0.5194434
 [785,] 0.8936540 0.5194434
 [786,] 0.8573669 0.5169520
 [787,] 0.8605948 0.5169520
 [788,] 0.8846108 0.5169520
 [789,] 0.8846108 0.5169520
 [790,] 0.8482458 0.5231611
 [791,] 0.8498264 0.5231611
 [792,] 0.8498264 0.5220469
 [793,] 0.8246419 0.5220469
 [794,] 0.8404632 0.5220469
 [795,] 0.8404632 0.5220469
 [796,] 0.8404632 0.5220469
 [797,] 0.8404632 0.5207123
 [798,] 0.8404632 0.5207123
 [799,] 0.8404632 0.5206617
 [800,] 0.8404632 0.5206617
 [801,] 0.8404632 0.5206617
 [802,] 0.8404632 0.5206617
 [803,] 0.8430133 0.5199978
 [804,] 0.8568717 0.5199978
 [805,] 0.8441941 0.5204763
 [806,] 0.8235110 0.5204763
 [807,] 0.8474572 0.5204763
 [808,] 0.8474572 0.5188257
 [809,] 0.8474572 0.5188257
 [810,] 0.8574551 0.5182436
 [811,] 0.8617485 0.5157075
 [812,] 0.8617485 0.5176132
 [813,] 0.8617485 0.5176132
 [814,] 0.8846308 0.5167143
 [815,] 0.8836240 0.5165199
 [816,] 0.8625935 0.5165199
 [817,] 0.8749467 0.5165199
 [818,] 0.8749467 0.5165199
 [819,] 0.8853638 0.5177662
 [820,] 0.8755712 0.5177662
 [821,] 0.8584639 0.5177662
 [822,] 0.8584639 0.5177662
 [823,] 0.8584639 0.5183298
 [824,] 0.8584639 0.5183298
 [825,] 0.8720609 0.5183298
 [826,] 0.8695481 0.5186304
 [827,] 0.8695481 0.5186304
 [828,] 0.8695481 0.5183348
 [829,] 0.8695481 0.5183348
 [830,] 0.8705839 0.5183348
 [831,] 0.8705839 0.5183348
 [832,] 0.8713800 0.5152853
 [833,] 0.8717014 0.5152787
 [834,] 0.8825007 0.5152787
 [835,] 0.8804093 0.5166523
 [836,] 0.8804093 0.5166523
 [837,] 0.8853680 0.5133097
 [838,] 0.8853680 0.5146754
 [839,] 0.8853680 0.5122727
 [840,] 0.9188032 0.5122727
 [841,] 0.9188032 0.5108019
 [842,] 0.9188032 0.5108019
 [843,] 0.9188032 0.5096223
 [844,] 0.9188032 0.5096223
 [845,] 0.9381386 0.5096223
 [846,] 0.9381386 0.5096223
 [847,] 0.9381386 0.5068758
 [848,] 0.9381386 0.5068758
 [849,] 0.9381386 0.5077626
 [850,] 0.9494609 0.5048775
 [851,] 0.9604542 0.5048775
 [852,] 0.9807691 0.5048775
 [853,] 0.9807691 0.5048775
 [854,] 0.9807691 0.5004276
 [855,] 0.9801141 0.5011908
 [856,] 1.0028156 0.4995093
 [857,] 1.0028156 0.4995093
 [858,] 1.0065903 0.4995093
 [859,] 1.0065903 0.4995093
 [860,] 1.0065903 0.4998052
 [861,] 1.0065903 0.4998052
 [862,] 1.0065903 0.4998052
 [863,] 1.0065903 0.4998052
 [864,] 1.0065903 0.4998052
 [865,] 1.0225282 0.4950982
 [866,] 1.0368098 0.4950982
 [867,] 1.0286662 0.4950982
 [868,] 1.0640584 0.4912133
 [869,] 1.0640584 0.4928556
 [870,] 1.0632440 0.4928556
 [871,] 1.0411084 0.4928556
 [872,] 1.0358713 0.4928556
 [873,] 1.0388302 0.4924079
 [874,] 1.0388302 0.4924079
 [875,] 1.0388302 0.4924079
 [876,] 1.0388302 0.4924079
 [877,] 1.0388302 0.4924079
 [878,] 1.0321362 0.4952067
 [879,] 1.0351502 0.4952067
 [880,] 1.0263396 0.4974716
 [881,] 1.0200697 0.4989470
 [882,] 1.0115442 0.4989470
 [883,] 1.0115442 0.4989470
 [884,] 1.0088162 0.4989470
 [885,] 1.0088162 0.4989470
 [886,] 0.9994596 0.4989470
 [887,] 0.9994596 0.5006078
 [888,] 0.9994596 0.5006078
 [889,] 0.9994596 0.5006078
 [890,] 0.9992690 0.5006078
 [891,] 0.9843075 0.5006078
 [892,] 0.9843075 0.5015775
 [893,] 0.9843075 0.5015775
 [894,] 0.9843075 0.5024596
 [895,] 0.9843075 0.5024596
 [896,] 0.9545590 0.5091214
 [897,] 0.9538547 0.5069578
 [898,] 0.9391693 0.5069578
 [899,] 0.9554600 0.5069578
 [900,] 0.9665813 0.5069578
 [901,] 0.9665813 0.5069578
 [902,] 0.9310208 0.5069578
 [903,] 0.9310208 0.5093289
 [904,] 0.9310208 0.5093289
 [905,] 0.9310208 0.5093289
 [906,] 0.9190923 0.5142976
 [907,] 0.9190923 0.5142976
 [908,] 0.9091019 0.5089458
 [909,] 0.9091019 0.5099277
 [910,] 0.9287028 0.5099277
 [911,] 0.9287028 0.5099277
 [912,] 0.9175355 0.5108422
 [913,] 0.9175355 0.5108422
 [914,] 0.9175355 0.5108422
 [915,] 0.9175355 0.5103961
 [916,] 0.9315237 0.5108173
 [917,] 0.9043401 0.5112734
 [918,] 0.9065655 0.5112734
 [919,] 0.8994114 0.5112734
 [920,] 0.9163252 0.5112734
 [921,] 0.9163252 0.5112734
 [922,] 0.9322681 0.5112734
 [923,] 0.9322681 0.5112734
 [924,] 0.9289411 0.5112734
 [925,] 0.9227398 0.5112734
 [926,] 0.9045183 0.5094882
 [927,] 0.9264059 0.5104452
 [928,] 0.9168008 0.5120876
 [929,] 0.9168008 0.5120876
 [930,] 0.8994044 0.5120876
 [931,] 0.9362176 0.5120876
 [932,] 0.9362176 0.5120876
 [933,] 0.9362176 0.5120876
 [934,] 0.9362176 0.5120876
 [935,] 0.9162357 0.5120876
 [936,] 0.9101792 0.5120876
 [937,] 0.9101792 0.5115155
 [938,] 0.9051371 0.5122950
 [939,] 0.9051371 0.5122950
 [940,] 0.9051371 0.5122950
 [941,] 0.9051371 0.5122950
 [942,] 0.9051371 0.5122950
 [943,] 0.9051371 0.5122950
 [944,] 0.9051371 0.5113018
 [945,] 0.9180604 0.5113018
 [946,] 0.9131632 0.5111278
 [947,] 0.9137133 0.5137790
 [948,] 0.9123378 0.5133039
 [949,] 0.9123378 0.5141166
 [950,] 0.9123378 0.5156562
 [951,] 0.9123378 0.5156562
 [952,] 0.9123378 0.5126541
 [953,] 0.9123378 0.5126541
 [954,] 0.9000900 0.5126541
 [955,] 0.9000900 0.5116803
 [956,] 0.9000900 0.5116803
 [957,] 0.9271320 0.5115726
 [958,] 0.9147692 0.5115726
 [959,] 0.9221660 0.5115726
 [960,] 0.9221660 0.5105461
 [961,] 0.9221660 0.5088006
 [962,] 0.9221660 0.5089556
 [963,] 0.9221660 0.5131191
 [964,] 0.9221660 0.5131191
 [965,] 0.9221660 0.5131191
 [966,] 0.9221660 0.5131191
 [967,] 0.9085520 0.5127262
 [968,] 0.9085520 0.5096948
 [969,] 0.9085520 0.5096948
 [970,] 0.9245600 0.5096948
 [971,] 0.9207756 0.5096948
 [972,] 0.9290601 0.5078494
 [973,] 0.9258295 0.5095694
 [974,] 0.9194161 0.5095694
 [975,] 0.9194161 0.5095694
 [976,] 0.9119673 0.5120700
 [977,] 0.9131363 0.5120700
 [978,] 0.8901408 0.5151834
 [979,] 0.8778737 0.5151834
 [980,] 0.8778737 0.5176577
 [981,] 0.8778737 0.5176577
 [982,] 0.8530939 0.5176577
 [983,] 0.8417964 0.5176577
 [984,] 0.8417964 0.5194699
 [985,] 0.8417964 0.5199657
 [986,] 0.8367665 0.5199657
 [987,] 0.8350575 0.5218613
 [988,] 0.8350575 0.5218613
 [989,] 0.8447583 0.5218613
 [990,] 0.8495484 0.5188464
 [991,] 0.8495484 0.5187792
 [992,] 0.8432543 0.5187792
 [993,] 0.8798890 0.5187792
 [994,] 0.8798890 0.5187792
 [995,] 0.8843914 0.5147643
 [996,] 0.8843914 0.5134452
 [997,] 0.8843914 0.5134452
 [998,] 0.8843914 0.5134452
 [999,] 0.9023908 0.5134452
[1000,] 0.9023908 0.5134452
[1001,] 0.9023908 0.5134452
[1002,] 0.8734712 0.5134452
[1003,] 0.8734712 0.5153093
[1004,] 0.8734712 0.5153093
[1005,] 0.8858197 0.5153093
[1006,] 0.8858197 0.5153093
[1007,] 0.8591969 0.5203678
[1008,] 0.8392084 0.5203793
[1009,] 0.8443556 0.5203793
[1010,] 0.8443556 0.5203793
[1011,] 0.8443556 0.5203793
[1012,] 0.8443556 0.5203793
[1013,] 0.8387585 0.5203793
[1014,] 0.8387585 0.5187687
[1015,] 0.8333809 0.5196457
[1016,] 0.8333809 0.5188295
[1017,] 0.8333809 0.5249259
[1018,] 0.8333809 0.5249259
[1019,] 0.8335594 0.5249259
[1020,] 0.8335594 0.5249259
[1021,] 0.8250508 0.5249259
[1022,] 0.8250508 0.5249259
[1023,] 0.8134301 0.5249259
[1024,] 0.8134301 0.5230537
[1025,] 0.8121022 0.5246883
[1026,] 0.8125388 0.5246883
[1027,] 0.8125388 0.5234060
[1028,] 0.8299901 0.5234060
[1029,] 0.8299901 0.5234060
[1030,] 0.8299901 0.5234060
[1031,] 0.8299901 0.5234060
[1032,] 0.8092375 0.5234060
[1033,] 0.8401793 0.5234060
[1034,] 0.8401793 0.5234060
[1035,] 0.8401793 0.5234060
[1036,] 0.8401793 0.5232718
[1037,] 0.8401793 0.5232718
[1038,] 0.8325595 0.5228946
[1039,] 0.8172611 0.5228946
[1040,] 0.8279867 0.5228946
[1041,] 0.8279867 0.5222064
[1042,] 0.8359764 0.5222064
[1043,] 0.8359764 0.5222064
[1044,] 0.8359764 0.5222064
[1045,] 0.8359764 0.5222064
[1046,] 0.8246899 0.5222064
[1047,] 0.8332262 0.5222064
[1048,] 0.8186381 0.5222064
[1049,] 0.8230874 0.5222064
[1050,] 0.8230874 0.5225268
[1051,] 0.8206250 0.5225268
[1052,] 0.8549333 0.5224658
[1053,] 0.8283667 0.5224658
[1054,] 0.8283667 0.5224658
[1055,] 0.8283667 0.5213724
[1056,] 0.8283667 0.5213724
[1057,] 0.8412618 0.5184441
[1058,] 0.8633739 0.5184441
[1059,] 0.8698839 0.5168420
[1060,] 0.8675241 0.5168420
[1061,] 0.8675241 0.5168420
[1062,] 0.8675241 0.5168420
[1063,] 0.8675241 0.5168420
[1064,] 0.8579640 0.5179439
[1065,] 0.8579640 0.5173485
[1066,] 0.8622381 0.5173485
[1067,] 0.8833431 0.5173485
[1068,] 0.8833431 0.5124475
[1069,] 0.8743903 0.5124475
[1070,] 0.8844746 0.5124475
[1071,] 0.8932190 0.5122855
[1072,] 0.8932190 0.5160226
[1073,] 0.8932190 0.5160226
[1074,] 0.8724383 0.5160226
[1075,] 0.9027735 0.5095523
[1076,] 0.9027735 0.5095523
[1077,] 0.9027735 0.5095523
[1078,] 0.9027735 0.5095523
[1079,] 0.9534390 0.5100351
[1080,] 0.9534390 0.5078870
[1081,] 0.9210098 0.5078870
[1082,] 0.9210098 0.5078870
[1083,] 0.9291574 0.5078870
[1084,] 0.9291574 0.5071825
[1085,] 0.9291574 0.5071825
[1086,] 0.9291574 0.5071825
[1087,] 0.9291574 0.5082300
[1088,] 0.9341779 0.5070885
[1089,] 0.9341779 0.5092103
[1090,] 0.9341779 0.5097567
[1091,] 0.9294118 0.5097567
[1092,] 0.9294118 0.5097567
[1093,] 0.9294118 0.5091405
[1094,] 0.9294118 0.5095826
[1095,] 0.9285858 0.5088498
[1096,] 0.9224014 0.5110639
[1097,] 0.9224014 0.5110639
[1098,] 0.9224014 0.5110639
[1099,] 0.9224014 0.5110639
[1100,] 0.9166935 0.5110639
[1101,] 0.9166935 0.5110639
[1102,] 0.9166935 0.5126557
[1103,] 0.9127195 0.5137005
[1104,] 0.9127195 0.5134344
[1105,] 0.9050507 0.5134344
[1106,] 0.9050507 0.5134344
[1107,] 0.8953156 0.5147545
[1108,] 0.9038542 0.5147545
[1109,] 0.8896731 0.5147545
[1110,] 0.8896731 0.5147545
[1111,] 0.8896731 0.5147545
[1112,] 0.8871997 0.5149915
[1113,] 0.8841340 0.5149915
[1114,] 0.8854243 0.5155481
[1115,] 0.8854243 0.5155481
[1116,] 0.8854243 0.5155481
[1117,] 0.8854243 0.5158154
[1118,] 0.8854243 0.5146512
[1119,] 0.8832940 0.5146512
[1120,] 0.8904779 0.5146512
[1121,] 0.8841910 0.5177679
[1122,] 0.8841910 0.5177679
[1123,] 0.8841910 0.5177679
[1124,] 0.8841910 0.5176287
[1125,] 0.8841910 0.5175191
[1126,] 0.8841910 0.5124632
[1127,] 0.9041126 0.5124632
[1128,] 0.9041126 0.5124632
[1129,] 0.9041126 0.5094785
[1130,] 0.9537115 0.5094785
[1131,] 0.9537115 0.5094785
[1132,] 0.9445523 0.5094785
[1133,] 0.9517899 0.5091832
[1134,] 0.9517899 0.5091832
[1135,] 0.9017995 0.5091832
[1136,] 0.8989626 0.5091832
[1137,] 0.8989626 0.5100819
[1138,] 0.8989626 0.5068946
[1139,] 0.9319756 0.5068946
[1140,] 0.9319756 0.5076925
[1141,] 0.9319756 0.5060326
[1142,] 0.9319756 0.5060326
[1143,] 0.9518119 0.5060326
[1144,] 0.9217771 0.5073948
[1145,] 0.9217771 0.5073948
[1146,] 0.9217771 0.5073948
[1147,] 0.9565258 0.5084842
[1148,] 0.9565258 0.5084842
[1149,] 0.9565258 0.5084842
[1150,] 0.9584387 0.5084842
[1151,] 0.9291989 0.5103305
[1152,] 0.9291989 0.5103305
[1153,] 0.9291989 0.5103305
[1154,] 0.9291989 0.5103305
[1155,] 0.9291989 0.5103305
[1156,] 0.9291989 0.5096597
[1157,] 0.9174449 0.5096597
[1158,] 0.9174449 0.5096597
[1159,] 0.9234291 0.5096597
[1160,] 0.9364265 0.5096359
[1161,] 0.9364265 0.5061717
[1162,] 0.9479248 0.5093304
[1163,] 0.9479248 0.5068605
[1164,] 0.9331070 0.5097037
[1165,] 0.9269773 0.5097037
[1166,] 0.9269773 0.5097037
[1167,] 0.9273384 0.5100341
[1168,] 0.9273384 0.5100341
[1169,] 0.9273384 0.5105289
[1170,] 0.9107041 0.5101458
[1171,] 0.9003650 0.5095165
[1172,] 0.9003650 0.5095165
[1173,] 0.9131384 0.5114841
[1174,] 0.8983081 0.5114841
[1175,] 0.8967510 0.5114841
[1176,] 0.9325015 0.5110918
[1177,] 0.9325015 0.5110918
[1178,] 0.9325015 0.5097972
[1179,] 0.9325015 0.5097972
[1180,] 0.9317336 0.5080796
[1181,] 0.9317336 0.5080796
[1182,] 0.9634252 0.5080796
[1183,] 0.9298379 0.5080796
[1184,] 0.9419857 0.5080796
[1185,] 0.9419857 0.5080796
[1186,] 0.9419857 0.5072737
[1187,] 0.9466482 0.5072737
[1188,] 0.9492925 0.5072737
[1189,] 0.9492925 0.5072737
[1190,] 0.9492925 0.5064293
[1191,] 0.9492925 0.5064293
[1192,] 0.9474174 0.5064293
[1193,] 0.9474174 0.5064293
[1194,] 0.9474174 0.5064293
[1195,] 0.9753370 0.5064293
[1196,] 0.9608681 0.5064293
[1197,] 0.9608681 0.5064293
[1198,] 0.9266081 0.5064293
[1199,] 0.9275699 0.5064293
[1200,] 0.9275699 0.5093846
[1201,] 0.9275699 0.5097451
[1202,] 0.9275699 0.5097451
[1203,] 0.9275699 0.5108313
[1204,] 0.9275699 0.5108313
[1205,] 0.9275699 0.5111567
[1206,] 0.9097162 0.5150251
[1207,] 0.9097162 0.5150251
[1208,] 0.8710991 0.5139168
[1209,] 0.9093148 0.5132806
[1210,] 0.9093148 0.5114318
[1211,] 0.9093148 0.5114318
[1212,] 0.9093148 0.5114318
[1213,] 0.9093148 0.5114318
[1214,] 0.9093148 0.5103562
[1215,] 0.9093148 0.5112685
[1216,] 0.9301951 0.5076774
[1217,] 0.9301951 0.5086506
[1218,] 0.9380194 0.5085381
[1219,] 0.9413942 0.5061411
[1220,] 0.9413942 0.5061411
[1221,] 0.9421220 0.5090898
[1222,] 0.9421220 0.5090898
[1223,] 0.9457743 0.5090898
[1224,] 0.9174182 0.5108272
[1225,] 0.9141677 0.5108272
[1226,] 0.9080019 0.5093929
[1227,] 0.9262604 0.5093929
[1228,] 0.9303258 0.5093929
[1229,] 0.9303258 0.5093929
[1230,] 0.9303258 0.5093929
[1231,] 0.9303258 0.5093929
[1232,] 0.9303258 0.5093929
[1233,] 0.9303258 0.5093929
[1234,] 0.9306289 0.5093929
[1235,] 0.9531933 0.5093929
[1236,] 0.8999206 0.5093967
[1237,] 0.8933383 0.5093967
[1238,] 0.8933383 0.5093967
[1239,] 0.8933383 0.5095051
[1240,] 0.8933383 0.5095051
[1241,] 0.8933383 0.5095051
[1242,] 0.8938270 0.5143722
[1243,] 0.8938270 0.5143722
[1244,] 0.8938270 0.5162070
[1245,] 0.8938270 0.5162070
[1246,] 0.8938270 0.5162070
[1247,] 0.8938270 0.5161425
[1248,] 0.8938270 0.5119264
[1249,] 0.8941191 0.5119264
[1250,] 0.8941191 0.5151250
[1251,] 0.8778030 0.5151250
[1252,] 0.8778030 0.5139115
[1253,] 0.8778030 0.5190141
[1254,] 0.8589114 0.5160713
[1255,] 0.8737179 0.5160713
[1256,] 0.8648871 0.5160713
[1257,] 0.8769250 0.5160713
[1258,] 0.8718871 0.5195008
[1259,] 0.8470025 0.5195008
[1260,] 0.8470025 0.5186776
[1261,] 0.8643553 0.5186776
[1262,] 0.8643553 0.5186776
[1263,] 0.8643553 0.5186776
[1264,] 0.8643553 0.5156028
[1265,] 0.8643553 0.5173714
[1266,] 0.8643553 0.5171309
[1267,] 0.8518999 0.5171309
[1268,] 0.8518999 0.5197709
[1269,] 0.8562852 0.5197709
[1270,] 0.8562852 0.5197709
[1271,] 0.8562852 0.5197709
[1272,] 0.8521137 0.5190210
[1273,] 0.8521137 0.5190210
[1274,] 0.8646225 0.5190210
[1275,] 0.8417152 0.5225513
[1276,] 0.8358826 0.5216945
[1277,] 0.8390173 0.5228065
[1278,] 0.8390173 0.5228065
[1279,] 0.8154258 0.5225380
[1280,] 0.8153975 0.5244668
[1281,] 0.8106793 0.5244668
[1282,] 0.8106793 0.5286118
[1283,] 0.8106793 0.5286118
[1284,] 0.7869448 0.5286118
[1285,] 0.7869448 0.5260596
[1286,] 0.7869448 0.5248694
[1287,] 0.8349690 0.5248694
[1288,] 0.8349690 0.5221687
[1289,] 0.8349690 0.5221687
[1290,] 0.8259601 0.5221687
[1291,] 0.8259601 0.5221687
[1292,] 0.8259601 0.5221687
[1293,] 0.8259601 0.5221687
[1294,] 0.8413814 0.5221687
[1295,] 0.8413814 0.5221687
[1296,] 0.8413814 0.5191959
[1297,] 0.8640290 0.5177505
[1298,] 0.8640290 0.5177505
[1299,] 0.8640290 0.5179581
[1300,] 0.8640290 0.5179581
[1301,] 0.8640290 0.5179581
[1302,] 0.8638590 0.5190374
[1303,] 0.8638590 0.5191525
[1304,] 0.8638590 0.5191525
[1305,] 0.8638590 0.5183790
[1306,] 0.8638590 0.5183790
[1307,] 0.8412170 0.5219476
[1308,] 0.8412170 0.5175186
[1309,] 0.8412170 0.5175186
[1310,] 0.8885765 0.5168482
[1311,] 0.8838730 0.5175253
[1312,] 0.8757442 0.5175253
[1313,] 0.8757442 0.5175253
[1314,] 0.8757442 0.5175253
[1315,] 0.8716798 0.5175253
[1316,] 0.8303180 0.5194613
[1317,] 0.8497198 0.5188851
[1318,] 0.8497198 0.5188851
[1319,] 0.8497198 0.5188851
[1320,] 0.8497198 0.5188851
[1321,] 0.8497198 0.5188851
[1322,] 0.8497198 0.5188851
[1323,] 0.8497198 0.5188851
[1324,] 0.8245490 0.5188851
[1325,] 0.8245490 0.5221590
[1326,] 0.8245490 0.5221590
[1327,] 0.8245490 0.5223183
[1328,] 0.8245490 0.5223183
[1329,] 0.8308086 0.5228620
[1330,] 0.8308086 0.5217606
[1331,] 0.8062630 0.5217795
[1332,] 0.8062630 0.5276827
[1333,] 0.7783912 0.5250641
[1334,] 0.7783912 0.5250641
[1335,] 0.7783912 0.5287880
[1336,] 0.7949925 0.5287880
[1337,] 0.8011373 0.5287880
[1338,] 0.8061064 0.5271369
[1339,] 0.8061064 0.5208183
[1340,] 0.8061064 0.5208183
[1341,] 0.8169010 0.5208183
[1342,] 0.8184920 0.5213227
[1343,] 0.8184920 0.5234076
[1344,] 0.8530248 0.5199171
[1345,] 0.8371463 0.5212633
[1346,] 0.8459951 0.5201007
[1347,] 0.8459951 0.5201007
[1348,] 0.8591068 0.5201007
[1349,] 0.8509618 0.5201007
[1350,] 0.8509618 0.5205012
[1351,] 0.8509618 0.5205012
[1352,] 0.8509618 0.5168559
[1353,] 0.8718745 0.5168559
[1354,] 0.8646044 0.5191688
[1355,] 0.8646044 0.5206427
[1356,] 0.8466930 0.5206427
[1357,] 0.8466930 0.5206427
[1358,] 0.8466930 0.5206427
[1359,] 0.8374884 0.5206427
[1360,] 0.8374884 0.5206488
[1361,] 0.8374884 0.5206488
[1362,] 0.8482371 0.5206488
[1363,] 0.8482371 0.5218762
[1364,] 0.8443576 0.5218762
[1365,] 0.8445138 0.5218762
[1366,] 0.8110069 0.5264168
[1367,] 0.7917478 0.5264168
[1368,] 0.7912628 0.5267539
[1369,] 0.7912628 0.5267539
[1370,] 0.7912628 0.5267539
[1371,] 0.7800456 0.5267539
[1372,] 0.7800456 0.5260454
[1373,] 0.7800456 0.5261741
[1374,] 0.7800456 0.5277782
[1375,] 0.7800456 0.5277782
[1376,] 0.7859023 0.5283343
[1377,] 0.7859023 0.5283343
[1378,] 0.7835402 0.5283343
[1379,] 0.7835402 0.5283343
[1380,] 0.7835402 0.5283343
[1381,] 0.7783507 0.5297604
[1382,] 0.7783507 0.5297604
[1383,] 0.7570747 0.5297604
[1384,] 0.7570747 0.5297604
[1385,] 0.7600118 0.5298503
[1386,] 0.7600118 0.5298503
[1387,] 0.7600118 0.5290652
[1388,] 0.7660408 0.5260831
[1389,] 0.7824209 0.5264302
[1390,] 0.7824209 0.5264302
[1391,] 0.7803894 0.5264302
[1392,] 0.7803894 0.5264424
[1393,] 0.7803894 0.5283597
[1394,] 0.7803894 0.5283597
[1395,] 0.7773198 0.5283597
[1396,] 0.7773198 0.5283597
[1397,] 0.7773198 0.5283597
[1398,] 0.7773198 0.5304574
[1399,] 0.7773198 0.5304574
[1400,] 0.7773198 0.5304574
[1401,] 0.7773198 0.5304574
[1402,] 0.7682477 0.5304574
[1403,] 0.7641561 0.5304574
[1404,] 0.7641561 0.5282677
[1405,] 0.7641561 0.5295854
[1406,] 0.7832652 0.5258805
[1407,] 0.7832652 0.5258805
[1408,] 0.7832652 0.5266000
[1409,] 0.7905954 0.5266000
[1410,] 0.7905954 0.5255047
[1411,] 0.7905954 0.5255047
[1412,] 0.7905954 0.5255047
[1413,] 0.7905954 0.5255047
[1414,] 0.7953387 0.5263939
[1415,] 0.7953387 0.5263939
[1416,] 0.8113821 0.5233709
[1417,] 0.8113821 0.5211223
[1418,] 0.8151569 0.5208398
[1419,] 0.8151569 0.5208398
[1420,] 0.8566617 0.5208398
[1421,] 0.8480194 0.5208398
[1422,] 0.8480194 0.5214895
[1423,] 0.8301571 0.5214895
[1424,] 0.8301571 0.5214895
[1425,] 0.8301571 0.5214895
[1426,] 0.8301571 0.5214895
[1427,] 0.8380583 0.5214895
[1428,] 0.8380583 0.5214895
[1429,] 0.8380583 0.5214895
[1430,] 0.8329367 0.5220952
[1431,] 0.8329367 0.5215422
[1432,] 0.8328579 0.5201652
[1433,] 0.8328579 0.5213504
[1434,] 0.8095208 0.5221149
[1435,] 0.8421018 0.5221149
[1436,] 0.8421018 0.5221149
[1437,] 0.8267761 0.5213554
[1438,] 0.8267761 0.5206155
[1439,] 0.8337603 0.5206155
[1440,] 0.8337603 0.5217424
[1441,] 0.8202556 0.5217424
[1442,] 0.8360249 0.5217424
[1443,] 0.8360249 0.5199024
[1444,] 0.8486625 0.5199024
[1445,] 0.8360324 0.5175536
[1446,] 0.8482397 0.5193280
[1447,] 0.8482397 0.5193280
[1448,] 0.8475028 0.5193280
[1449,] 0.8475028 0.5204896
[1450,] 0.8475028 0.5204896
[1451,] 0.8475028 0.5204896
[1452,] 0.8475028 0.5193805
[1453,] 0.8475028 0.5193805
[1454,] 0.8565232 0.5194966
[1455,] 0.8565232 0.5175858
[1456,] 0.8565232 0.5175858
[1457,] 0.8636245 0.5154067
[1458,] 0.8636245 0.5155996
[1459,] 0.8954593 0.5144365
[1460,] 0.8912458 0.5126367
[1461,] 0.8972278 0.5126367
[1462,] 0.8960391 0.5126367
[1463,] 0.8960391 0.5157520
[1464,] 0.8943191 0.5140112
[1465,] 0.8943191 0.5140112
[1466,] 0.8777156 0.5162135
[1467,] 0.8777156 0.5162135
[1468,] 0.8753695 0.5162135
[1469,] 0.8753695 0.5158725
[1470,] 0.8753695 0.5149789
[1471,] 0.8753695 0.5158121
[1472,] 0.8785450 0.5158121
[1473,] 0.8785450 0.5158121
[1474,] 0.8900680 0.5158121
[1475,] 0.8900680 0.5157212
[1476,] 0.8900680 0.5141803
[1477,] 0.8900680 0.5143794
[1478,] 0.8900680 0.5143794
[1479,] 0.8900680 0.5125275
[1480,] 0.9173962 0.5125275
[1481,] 0.9173962 0.5125275
[1482,] 0.9173962 0.5130771
[1483,] 0.8823709 0.5130771
[1484,] 0.8823709 0.5147302
[1485,] 0.8823709 0.5139630
[1486,] 0.8799492 0.5175548
[1487,] 0.8513112 0.5175548
[1488,] 0.8513112 0.5175548
[1489,] 0.8595230 0.5161193
[1490,] 0.8595230 0.5161193
[1491,] 0.8798961 0.5161193
[1492,] 0.8705991 0.5191333
[1493,] 0.8705991 0.5191854
[1494,] 0.8434512 0.5191854
[1495,] 0.8505532 0.5167527
[1496,] 0.8788832 0.5152415
[1497,] 0.8788832 0.5152415
[1498,] 0.8788832 0.5152415
[1499,] 0.8788832 0.5179229
[1500,] 0.8388846 0.5213127
[1501,] 0.8445385 0.5197195
[1502,] 0.8445385 0.5197195
[1503,] 0.8445385 0.5214025
[1504,] 0.8445385 0.5199780
[1505,] 0.8445385 0.5199780
[1506,] 0.8333924 0.5199780
[1507,] 0.8643194 0.5199780
[1508,] 0.8372666 0.5208073
[1509,] 0.8447100 0.5208073
[1510,] 0.8447100 0.5184437
[1511,] 0.8447100 0.5184437
[1512,] 0.8538698 0.5184437
[1513,] 0.8690081 0.5198433
[1514,] 0.8324612 0.5198433
[1515,] 0.8555301 0.5198433
[1516,] 0.8512835 0.5198433
[1517,] 0.8512835 0.5198433
[1518,] 0.8512835 0.5198433
[1519,] 0.8512835 0.5203035
[1520,] 0.8651363 0.5203035
[1521,] 0.8651363 0.5164152
[1522,] 0.8651363 0.5160790
[1523,] 0.8651363 0.5167474
[1524,] 0.8651363 0.5167474
[1525,] 0.8651363 0.5171787
[1526,] 0.8474730 0.5171787
[1527,] 0.8895291 0.5153349
[1528,] 0.8895291 0.5140908
[1529,] 0.8895291 0.5116917
[1530,] 0.8895291 0.5122610
[1531,] 0.8895291 0.5126327
[1532,] 0.8889850 0.5156950
[1533,] 0.8889850 0.5156950
[1534,] 0.8889850 0.5156950
[1535,] 0.8889850 0.5149127
[1536,] 0.8889850 0.5170978
[1537,] 0.8539941 0.5201755
[1538,] 0.8539941 0.5197251
[1539,] 0.8539941 0.5197251
[1540,] 0.8539941 0.5201005
[1541,] 0.8539941 0.5189412
[1542,] 0.8539941 0.5189633
[1543,] 0.8539941 0.5189633
[1544,] 0.8505686 0.5176434
[1545,] 0.8505686 0.5176434
[1546,] 0.8505686 0.5179216
[1547,] 0.8505686 0.5183729
[1548,] 0.8505686 0.5196117
[1549,] 0.8505686 0.5196117
[1550,] 0.8706113 0.5160279
[1551,] 0.9013886 0.5162629
[1552,] 0.8517531 0.5162629
[1553,] 0.8517531 0.5162629
[1554,] 0.8506686 0.5197246
[1555,] 0.8506686 0.5177187
[1556,] 0.8508580 0.5177187
[1557,] 0.8508580 0.5177187
[1558,] 0.8508580 0.5159337
[1559,] 0.9054285 0.5159337
[1560,] 0.8896921 0.5148824
[1561,] 0.8817748 0.5148824
[1562,] 0.8757179 0.5189448
[1563,] 0.8757179 0.5202574
[1564,] 0.8757179 0.5202574
[1565,] 0.8517138 0.5171917
[1566,] 0.8517138 0.5197690
[1567,] 0.8523532 0.5176786
[1568,] 0.8523532 0.5176786
[1569,] 0.8763119 0.5176786
[1570,] 0.8763119 0.5151125
[1571,] 0.8763119 0.5169317
[1572,] 0.8754767 0.5137630
[1573,] 0.8807284 0.5137630
[1574,] 0.8764346 0.5137630
[1575,] 0.9015863 0.5128982
[1576,] 0.9133439 0.5128982
[1577,] 0.9133439 0.5128982
[1578,] 0.9065401 0.5128982
[1579,] 0.9065401 0.5127742
[1580,] 0.9065401 0.5110649
[1581,] 0.9228602 0.5104850
[1582,] 0.9228602 0.5104850
[1583,] 0.9228602 0.5104850
[1584,] 0.9102924 0.5104850
[1585,] 0.9091704 0.5104850
[1586,] 0.9210246 0.5104850
[1587,] 0.9210246 0.5104850
[1588,] 0.9210246 0.5111041
[1589,] 0.9210246 0.5130900
[1590,] 0.9210246 0.5138998
[1591,] 0.9210246 0.5138998
[1592,] 0.9221143 0.5138998
[1593,] 0.9127101 0.5138998
[1594,] 0.9127101 0.5145804
[1595,] 0.9127101 0.5135604
[1596,] 0.9127101 0.5135604
[1597,] 0.9127101 0.5135604
[1598,] 0.9127101 0.5135604
[1599,] 0.9127101 0.5135604
[1600,] 0.9127101 0.5135604
[1601,] 0.9127101 0.5135604
[1602,] 0.9127101 0.5135604
[1603,] 0.9127101 0.5135604
[1604,] 0.9127101 0.5135604
[1605,] 0.9127101 0.5135604
[1606,] 0.9127101 0.5110914
[1607,] 0.9127101 0.5116290
[1608,] 0.9127101 0.5146020
[1609,] 0.9127101 0.5100094
[1610,] 0.9127101 0.5100094
[1611,] 0.9127101 0.5100094
[1612,] 0.9254379 0.5100094
[1613,] 0.9349873 0.5103708
[1614,] 0.9178522 0.5103708
[1615,] 0.9178522 0.5103559
[1616,] 0.9178522 0.5080479
[1617,] 0.9178522 0.5080479
[1618,] 0.9178522 0.5079091
[1619,] 0.9178522 0.5079707
[1620,] 0.9281525 0.5079707
[1621,] 0.9315335 0.5079707
[1622,] 0.9315335 0.5089788
[1623,] 0.9315335 0.5089788
[1624,] 0.9315228 0.5089788
[1625,] 0.9315228 0.5089788
[1626,] 0.9233732 0.5089788
[1627,] 0.9304565 0.5126691
[1628,] 0.9278712 0.5077131
[1629,] 0.9278712 0.5081224
[1630,] 0.9278712 0.5081224
[1631,] 0.9372075 0.5081224
[1632,] 0.9333395 0.5081224
[1633,] 0.9448047 0.5069194
[1634,] 0.9448047 0.5069194
[1635,] 0.9448047 0.5069194
[1636,] 0.9448047 0.5104967
[1637,] 0.9286618 0.5060796
[1638,] 0.9286618 0.5060796
[1639,] 0.9294543 0.5122494
[1640,] 0.9294543 0.5122494
[1641,] 0.8878598 0.5134018
[1642,] 0.8878598 0.5134018
[1643,] 0.8878598 0.5129463
[1644,] 0.8878598 0.5129463
[1645,] 0.8846040 0.5126681
[1646,] 0.9280905 0.5126681
[1647,] 0.9057774 0.5126681
[1648,] 0.9057774 0.5126681
[1649,] 0.9057774 0.5126681
[1650,] 0.9196900 0.5109284
[1651,] 0.9330387 0.5080502
[1652,] 0.9330387 0.5080502
[1653,] 0.9330387 0.5080502
[1654,] 0.9330387 0.5080502
[1655,] 0.9330387 0.5067630
[1656,] 0.9330387 0.5067630
[1657,] 0.9330387 0.5072309
[1658,] 0.9330387 0.5072309
[1659,] 0.9330387 0.5106026
[1660,] 0.9330387 0.5106026
[1661,] 0.9330387 0.5077538
[1662,] 0.9330387 0.5077538
[1663,] 0.9407449 0.5073731
[1664,] 0.9475335 0.5053883
[1665,] 0.9475335 0.5089858
[1666,] 0.9475335 0.5089858
[1667,] 0.9479768 0.5063725
[1668,] 0.9479768 0.5063725
[1669,] 0.9479768 0.5040903
[1670,] 0.9479768 0.5033010
[1671,] 0.9479768 0.5033010
[1672,] 0.9479768 0.5069657
[1673,] 0.9479768 0.5069657
[1674,] 0.9479768 0.5069657
[1675,] 0.9476226 0.5050556
[1676,] 0.9476226 0.5050556
[1677,] 0.9476226 0.5048296
[1678,] 0.9806273 0.5048296
[1679,] 0.9689460 0.5048296
[1680,] 0.9689460 0.5048296
[1681,] 0.9575739 0.5063636
[1682,] 0.9516260 0.5063636
[1683,] 0.9631273 0.5063636
[1684,] 0.9647570 0.5043359
[1685,] 0.9621106 0.5043359
[1686,] 0.9621106 0.5050007
[1687,] 0.9684468 0.5062779
[1688,] 0.9684468 0.5067091
[1689,] 0.9626930 0.5067091
[1690,] 0.9362043 0.5110330
[1691,] 0.9135281 0.5112458
[1692,] 0.9135281 0.5112458
[1693,] 0.9135281 0.5112458
[1694,] 0.9135281 0.5112458
[1695,] 0.9310407 0.5112458
[1696,] 0.8992826 0.5112458
[1697,] 0.9011538 0.5156735
[1698,] 0.9011538 0.5156735
[1699,] 0.8758226 0.5157793
[1700,] 0.8758226 0.5169155
[1701,] 0.8758226 0.5169155
[1702,] 0.8758226 0.5155573
[1703,] 0.8758226 0.5190186
[1704,] 0.8758226 0.5166354
[1705,] 0.8879586 0.5166354
[1706,] 0.8851931 0.5147600
[1707,] 0.8851931 0.5147600
[1708,] 0.9026936 0.5147600
[1709,] 0.9026936 0.5147032
[1710,] 0.8626262 0.5147032
[1711,] 0.8626120 0.5202049
[1712,] 0.8626120 0.5202049
[1713,] 0.8442949 0.5202049
[1714,] 0.8426059 0.5228987
[1715,] 0.8282754 0.5228987
[1716,] 0.8282754 0.5228987
[1717,] 0.8282754 0.5240749
[1718,] 0.8282754 0.5240749
[1719,] 0.8282754 0.5234096
[1720,] 0.8203351 0.5233581
[1721,] 0.8203351 0.5233581
[1722,] 0.8203351 0.5233581
[1723,] 0.8203351 0.5233581
[1724,] 0.8203351 0.5237852
[1725,] 0.8203351 0.5222690
[1726,] 0.8417492 0.5222690
[1727,] 0.8544070 0.5222690
[1728,] 0.8544070 0.5173019
[1729,] 0.8544070 0.5173471
[1730,] 0.8544070 0.5173471
[1731,] 0.8544070 0.5173471
[1732,] 0.8749798 0.5173056
[1733,] 0.8749798 0.5169690
[1734,] 0.8749798 0.5169690
[1735,] 0.8749798 0.5146800
[1736,] 0.8730257 0.5165313
[1737,] 0.8719349 0.5165313
[1738,] 0.8760946 0.5165313
[1739,] 0.8760792 0.5165313
[1740,] 0.8735045 0.5165313
[1741,] 0.8735045 0.5145498
[1742,] 0.8735045 0.5145498
[1743,] 0.8660668 0.5145498
[1744,] 0.9018700 0.5145498
[1745,] 0.9018700 0.5142480
[1746,] 0.9018700 0.5142480
[1747,] 0.9018700 0.5142480
[1748,] 0.8906568 0.5142480
[1749,] 0.8906568 0.5142939
[1750,] 0.8906568 0.5168311
[1751,] 0.8906568 0.5168311
[1752,] 0.8807225 0.5168311
[1753,] 0.8807225 0.5108069
[1754,] 0.9024451 0.5108069
[1755,] 0.9029418 0.5108069
[1756,] 0.8957859 0.5113392
[1757,] 0.8957859 0.5113392
[1758,] 0.8908955 0.5113392
[1759,] 0.8908955 0.5113392
[1760,] 0.9062727 0.5126728
[1761,] 0.9062727 0.5126728
[1762,] 0.9062727 0.5126728
[1763,] 0.8807402 0.5133564
[1764,] 0.8853271 0.5133564
[1765,] 0.9166086 0.5131540
[1766,] 0.8938264 0.5131540
[1767,] 0.8904157 0.5158120
[1768,] 0.8690924 0.5172136
[1769,] 0.8641732 0.5187498
[1770,] 0.8631456 0.5178749
[1771,] 0.8673123 0.5178749
[1772,] 0.8670869 0.5178749
[1773,] 0.8749094 0.5147381
[1774,] 0.8702865 0.5147381
[1775,] 0.8917898 0.5147381
[1776,] 0.8846930 0.5147381
[1777,] 0.9110178 0.5121058
[1778,] 0.9110178 0.5145062
[1779,] 0.9110178 0.5140233
[1780,] 0.8678369 0.5140233
[1781,] 0.8678369 0.5152770
[1782,] 0.8678369 0.5170945
[1783,] 0.8678369 0.5204140
[1784,] 0.8594114 0.5190274
[1785,] 0.8498293 0.5192372
[1786,] 0.8498293 0.5169108
[1787,] 0.8409787 0.5200420
[1788,] 0.8361784 0.5180166
[1789,] 0.8498153 0.5203113
[1790,] 0.8383139 0.5203113
[1791,] 0.8383139 0.5203113
[1792,] 0.8361969 0.5189558
[1793,] 0.8361969 0.5189558
[1794,] 0.8469385 0.5185055
[1795,] 0.8469385 0.5202926
[1796,] 0.8469385 0.5202926
[1797,] 0.8418442 0.5202312
[1798,] 0.8418442 0.5202312
[1799,] 0.8418442 0.5202312
[1800,] 0.8418442 0.5202312
[1801,] 0.8418442 0.5178787
[1802,] 0.8418442 0.5188593
[1803,] 0.8418442 0.5182277
[1804,] 0.8637004 0.5146493
[1805,] 0.8637004 0.5179660
[1806,] 0.8637004 0.5179660
[1807,] 0.8637004 0.5179660
[1808,] 0.8674246 0.5179660
[1809,] 0.8674246 0.5179660
[1810,] 0.8674246 0.5179660
[1811,] 0.8674246 0.5179660
[1812,] 0.8630784 0.5179660
[1813,] 0.8691189 0.5179660
[1814,] 0.8821025 0.5160851
[1815,] 0.8810212 0.5160851
[1816,] 0.8790722 0.5160851
[1817,] 0.8653362 0.5159905
[1818,] 0.8653362 0.5159905
[1819,] 0.8653362 0.5159905
[1820,] 0.8764274 0.5159905
[1821,] 0.8764274 0.5151579
[1822,] 0.8764274 0.5151579
[1823,] 0.8764274 0.5151579
[1824,] 0.8764274 0.5151579
[1825,] 0.8764274 0.5178981
[1826,] 0.8764274 0.5175755
[1827,] 0.8764274 0.5175755
[1828,] 0.8490300 0.5172866
[1829,] 0.8399494 0.5158742
[1830,] 0.8684534 0.5171547
[1831,] 0.8694000 0.5188435
[1832,] 0.8638547 0.5188435
[1833,] 0.8638547 0.5188435
[1834,] 0.8270290 0.5219018
[1835,] 0.8270290 0.5229482
[1836,] 0.8105596 0.5245519
[1837,] 0.8105596 0.5232236
[1838,] 0.8105596 0.5232236
[1839,] 0.8105596 0.5232236
[1840,] 0.8225105 0.5261398
[1841,] 0.8123393 0.5251642
[1842,] 0.8232391 0.5240995
[1843,] 0.7972557 0.5271413
[1844,] 0.7972557 0.5256165
[1845,] 0.7934016 0.5273597
[1846,] 0.7936323 0.5273597
[1847,] 0.7961837 0.5262874
[1848,] 0.7961837 0.5262874
[1849,] 0.7961837 0.5262874
[1850,] 0.7961837 0.5262874
[1851,] 0.7961837 0.5262874
[1852,] 0.7961837 0.5249021
[1853,] 0.7908430 0.5249021
[1854,] 0.7908430 0.5249021
[1855,] 0.7908430 0.5261320
[1856,] 0.7948430 0.5261320
[1857,] 0.8194390 0.5211077
[1858,] 0.8194390 0.5211077
[1859,] 0.8420951 0.5211077
[1860,] 0.8430953 0.5229593
[1861,] 0.8407040 0.5225185
[1862,] 0.8509282 0.5217005
[1863,] 0.8524586 0.5212984
[1864,] 0.8524586 0.5175336
[1865,] 0.8538654 0.5175336
[1866,] 0.8538654 0.5175336
[1867,] 0.8538654 0.5175336
[1868,] 0.8802674 0.5175336
[1869,] 0.8463375 0.5195155
[1870,] 0.8463375 0.5202033
[1871,] 0.8463375 0.5202033
[1872,] 0.8278939 0.5202033
[1873,] 0.8278939 0.5202033
[1874,] 0.8385447 0.5202033
[1875,] 0.8385447 0.5209199
[1876,] 0.8442372 0.5209199
[1877,] 0.8442372 0.5203448
[1878,] 0.8442372 0.5203448
[1879,] 0.8436158 0.5166625
[1880,] 0.8436158 0.5225318
[1881,] 0.8436158 0.5225318
[1882,] 0.8078077 0.5225318
[1883,] 0.8078077 0.5225318
[1884,] 0.8366197 0.5225318
[1885,] 0.8366197 0.5225318
[1886,] 0.8183462 0.5244699
[1887,] 0.8183462 0.5244699
[1888,] 0.8183462 0.5244699
[1889,] 0.8183462 0.5225105
[1890,] 0.8183462 0.5250963
[1891,] 0.8183462 0.5241300
[1892,] 0.8166255 0.5241300
[1893,] 0.8166255 0.5241300
[1894,] 0.8203657 0.5241300
[1895,] 0.8374623 0.5241300
[1896,] 0.8374623 0.5225975
[1897,] 0.8374623 0.5225975
[1898,] 0.8374623 0.5194224
[1899,] 0.8602805 0.5194224
[1900,] 0.8602805 0.5194224
[1901,] 0.8602805 0.5194224
[1902,] 0.8602805 0.5194622
[1903,] 0.8566204 0.5194622
[1904,] 0.8566204 0.5194622
[1905,] 0.8566204 0.5174349
[1906,] 0.8564608 0.5174349
[1907,] 0.8564608 0.5174349
[1908,] 0.8564608 0.5185896
[1909,] 0.8494714 0.5185896
[1910,] 0.8639003 0.5176634
[1911,] 0.8639003 0.5176634
[1912,] 0.8639003 0.5182171
[1913,] 0.8450400 0.5182171
[1914,] 0.8450400 0.5182171
[1915,] 0.8383502 0.5215141
[1916,] 0.8563080 0.5215141
[1917,] 0.8343537 0.5215141
[1918,] 0.8158146 0.5215141
[1919,] 0.8158146 0.5245210
[1920,] 0.8063867 0.5245210
[1921,] 0.8063867 0.5234311
[1922,] 0.8215003 0.5240549
[1923,] 0.8149074 0.5240549
[1924,] 0.8336799 0.5235871
[1925,] 0.8138315 0.5235871
[1926,] 0.8138315 0.5233410
[1927,] 0.8339627 0.5233410
[1928,] 0.8339627 0.5190304
[1929,] 0.8339627 0.5219992
[1930,] 0.8316162 0.5219992
[1931,] 0.8325861 0.5240116
[1932,] 0.8323612 0.5240116
[1933,] 0.8323612 0.5234336
[1934,] 0.8323612 0.5234336
[1935,] 0.8323612 0.5227324
[1936,] 0.8288808 0.5235251
[1937,] 0.8251321 0.5194726
[1938,] 0.8542701 0.5194726
[1939,] 0.8542701 0.5194726
[1940,] 0.8542701 0.5178052
[1941,] 0.8542701 0.5184920
[1942,] 0.8542701 0.5179119
[1943,] 0.8714684 0.5184439
[1944,] 0.8714684 0.5184439
[1945,] 0.8794922 0.5184439
[1946,] 0.8893004 0.5181436
[1947,] 0.8893004 0.5181436
[1948,] 0.8893004 0.5181436
[1949,] 0.8587197 0.5196044
[1950,] 0.8587197 0.5202416
[1951,] 0.8564801 0.5202416
[1952,] 0.8564801 0.5202416
[1953,] 0.8666142 0.5202416
[1954,] 0.8666142 0.5189938
[1955,] 0.8666142 0.5189938
[1956,] 0.8604992 0.5189938
[1957,] 0.8348566 0.5189938
[1958,] 0.8597555 0.5189938
[1959,] 0.8597555 0.5189938
[1960,] 0.8597555 0.5171471
[1961,] 0.8854593 0.5171471
[1962,] 0.8588029 0.5180364
[1963,] 0.8588029 0.5180364
[1964,] 0.8588029 0.5180364
[1965,] 0.8580829 0.5180364
[1966,] 0.8594724 0.5180364
[1967,] 0.8665079 0.5180364
[1968,] 0.8677548 0.5180364
[1969,] 0.8677548 0.5180364
[1970,] 0.8677548 0.5180364
[1971,] 0.8677548 0.5180364
[1972,] 0.8677548 0.5195541
[1973,] 0.8677548 0.5195541
[1974,] 0.8677548 0.5195541
[1975,] 0.8677548 0.5153880
[1976,] 0.8969281 0.5153880
[1977,] 0.8763617 0.5153246
[1978,] 0.8763617 0.5176680
[1979,] 0.8763617 0.5158091
[1980,] 0.8763617 0.5158091
[1981,] 0.8763617 0.5177265
[1982,] 0.8763617 0.5154710
[1983,] 0.8937614 0.5154710
[1984,] 0.8937614 0.5174797
[1985,] 0.8937614 0.5174797
[1986,] 0.8937614 0.5174797
[1987,] 0.8937614 0.5155292
[1988,] 0.8937614 0.5157282
[1989,] 0.8884666 0.5122876
[1990,] 0.8884666 0.5122876
[1991,] 0.8884666 0.5147162
[1992,] 0.8884666 0.5150402
[1993,] 0.8884666 0.5150402
[1994,] 0.8945286 0.5150402
[1995,] 0.8945286 0.5136387
[1996,] 0.8945286 0.5136387
[1997,] 0.8945286 0.5118845
[1998,] 0.8896564 0.5118845
[1999,] 0.8985495 0.5118845
[2000,] 0.8985495 0.5118845
[2001,] 0.8985495 0.5126454
[2002,] 0.8985495 0.5126454
[2003,] 0.8902427 0.5126454
[2004,] 0.8902427 0.5126454
[2005,] 0.9238658 0.5089929
[2006,] 0.9238658 0.5105444
[2007,] 0.9238658 0.5114831
[2008,] 0.9238658 0.5088430
[2009,] 0.9238658 0.5088430
[2010,] 0.9238658 0.5103266
[2011,] 0.9238658 0.5103266
[2012,] 0.9238658 0.5106332
[2013,] 0.9402143 0.5106332
[2014,] 0.9402143 0.5106332
[2015,] 0.9402143 0.5093328
[2016,] 0.9402143 0.5093328
[2017,] 0.9402143 0.5081768
[2018,] 0.9453047 0.5081768
[2019,] 0.9453047 0.5081768
[2020,] 0.9245082 0.5066951
[2021,] 0.9245082 0.5066951
[2022,] 0.9245082 0.5066951
[2023,] 0.9298385 0.5100088
[2024,] 0.9428156 0.5079295
[2025,] 0.9428156 0.5067715
[2026,] 0.9428156 0.5067715
[2027,] 0.9581810 0.5070661
[2028,] 0.9656497 0.5070661
[2029,] 0.9656497 0.5056580
[2030,] 0.9656497 0.5056580
[2031,] 0.9621921 0.5056580
[2032,] 0.9621921 0.5031944
[2033,] 0.9627280 0.5031944
[2034,] 0.9627280 0.5031944
[2035,] 0.9627280 0.5045915
[2036,] 0.9482520 0.5047840
[2037,] 0.9482520 0.5047840
[2038,] 0.9482520 0.5047840
[2039,] 0.9482520 0.5047840
[2040,] 0.9482520 0.5047840
[2041,] 0.9727675 0.5047840
[2042,] 0.9408585 0.5039089
[2043,] 0.9507298 0.5054548
[2044,] 0.9507298 0.5054548
[2045,] 0.9560486 0.5056606
[2046,] 0.9560486 0.5056606
[2047,] 0.9440505 0.5056606
[2048,] 0.9440505 0.5056606
[2049,] 0.9440505 0.5063353
[2050,] 0.9440505 0.5063353
[2051,] 0.9557857 0.5063353
[2052,] 0.9557857 0.5050522
[2053,] 0.9557857 0.5065351
[2054,] 0.9551245 0.5074361
[2055,] 0.9551245 0.5074361
[2056,] 0.9461508 0.5094094
[2057,] 0.9461508 0.5068608
[2058,] 0.9461508 0.5075003
[2059,] 0.9406259 0.5081918
[2060,] 0.9355187 0.5081918
[2061,] 0.9381771 0.5081918
[2062,] 0.9381771 0.5081918
[2063,] 0.9381771 0.5081918
[2064,] 0.9336543 0.5081918
[2065,] 0.9595835 0.5088055
[2066,] 0.9419552 0.5098238
[2067,] 0.9226274 0.5098238
[2068,] 0.9226274 0.5098238
[2069,] 0.9234674 0.5085726
[2070,] 0.9234674 0.5085726
[2071,] 0.9175469 0.5088446
[2072,] 0.9603319 0.5062063
[2073,] 0.9631459 0.5038903
[2074,] 0.9624226 0.5040525
[2075,] 0.9624226 0.5064790
[2076,] 0.9787238 0.5023307
[2077,] 0.9787238 0.5023307
[2078,] 0.9909054 0.5023307
[2079,] 0.9909054 0.5023307
[2080,] 0.9977011 0.4982638
[2081,] 0.9977011 0.5007926
[2082,] 0.9975684 0.5007926
[2083,] 0.9975684 0.5007926
[2084,] 1.0012710 0.5007926
[2085,] 1.0012710 0.5003214
[2086,] 1.0012710 0.5025764
[2087,] 1.0012710 0.5025764
[2088,] 1.0050157 0.5025764
[2089,] 0.9798166 0.5025764
[2090,] 0.9798166 0.5031199
[2091,] 0.9798166 0.5031199
[2092,] 0.9798166 0.5031199
[2093,] 0.9798166 0.5031199
[2094,] 0.9798166 0.5031199
[2095,] 0.9798166 0.5040584
[2096,] 0.9798166 0.5044936
[2097,] 0.9762020 0.5045962
[2098,] 0.9762020 0.5045962
[2099,] 0.9799953 0.5045962
[2100,] 0.9799953 0.5045962
[2101,] 0.9845314 0.5021559
[2102,] 0.9804116 0.5018932
[2103,] 0.9804116 0.5008465
[2104,] 0.9912012 0.5008465
[2105,] 0.9912012 0.5008465
[2106,] 0.9912012 0.5008465
[2107,] 0.9912012 0.5012553
[2108,] 0.9912012 0.5041748
[2109,] 0.9912012 0.5009033
[2110,] 0.9912012 0.5009033
[2111,] 1.0076552 0.5004384
[2112,] 1.0076552 0.5004384
[2113,] 1.0076552 0.5000300
[2114,] 1.0076552 0.5020854
[2115,] 0.9927374 0.5020854
[2116,] 0.9927374 0.5020854
[2117,] 0.9767640 0.5056472
[2118,] 0.9767640 0.5016808
[2119,] 0.9767640 0.5016808
[2120,] 0.9767640 0.5022647
[2121,] 0.9767640 0.5022647
[2122,] 0.9767640 0.5058233
[2123,] 0.9389077 0.5058233
[2124,] 0.9397645 0.5058233
[2125,] 0.9791272 0.5046380
[2126,] 0.9791272 0.5046380
[2127,] 0.9791272 0.5036167
[2128,] 0.9817816 0.5036167
[2129,] 0.9817816 0.5036167
[2130,] 0.9617805 0.5046275
[2131,] 0.9583971 0.5054712
[2132,] 0.9583971 0.5052896
[2133,] 0.9583971 0.5052896
[2134,] 0.9647609 0.5042352
[2135,] 0.9647609 0.5042352
[2136,] 0.9647609 0.5018013
[2137,] 0.9647609 0.5049798
[2138,] 0.9647609 0.5049798
[2139,] 0.9639400 0.5049798
[2140,] 0.9382025 0.5049798
[2141,] 0.9382025 0.5049798
[2142,] 0.9465516 0.5049798
[2143,] 0.9465516 0.5102954
[2144,] 0.9119246 0.5102954
[2145,] 0.9119246 0.5102954
[2146,] 0.9142048 0.5102954
[2147,] 0.9037816 0.5109129
[2148,] 0.9290313 0.5112130
[2149,] 0.9254977 0.5112130
[2150,] 0.9254977 0.5090918
[2151,] 0.9254977 0.5090918
[2152,] 0.9254977 0.5090918
[2153,] 0.9254977 0.5090918
[2154,] 0.9217489 0.5090918
[2155,] 0.9217489 0.5090918
[2156,] 0.9217489 0.5089282
[2157,] 0.9305445 0.5089282
[2158,] 0.9305445 0.5093127
[2159,] 0.9305445 0.5093127
[2160,] 0.9441071 0.5091613
[2161,] 0.9441071 0.5102302
[2162,] 0.9441071 0.5093225
[2163,] 0.9441071 0.5093225
[2164,] 0.9441071 0.5093225
[2165,] 0.9441071 0.5089416
[2166,] 0.9456571 0.5089416
[2167,] 0.9079996 0.5094302
[2168,] 0.9442490 0.5054126
[2169,] 0.9541498 0.5054126
[2170,] 0.9394979 0.5054126
[2171,] 0.9394979 0.5054126
[2172,] 0.9541709 0.5056110
[2173,] 0.9541709 0.5069267
[2174,] 0.9501609 0.5069267
[2175,] 0.9269364 0.5119527
[2176,] 0.8947380 0.5156704
[2177,] 0.8947380 0.5127952
[2178,] 0.8947380 0.5127952
[2179,] 0.9132568 0.5127952
[2180,] 0.9132568 0.5127952
[2181,] 0.8985283 0.5127952
[2182,] 0.8985283 0.5127952
[2183,] 0.8985283 0.5127952
[2184,] 0.8985283 0.5127952
[2185,] 0.8985283 0.5119937
[2186,] 0.8985283 0.5119937
[2187,] 0.8985283 0.5119357
[2188,] 0.8985283 0.5121632
[2189,] 0.9203467 0.5121632
[2190,] 0.9203467 0.5121632
[2191,] 0.9203467 0.5098081
[2192,] 0.9188232 0.5103308
[2193,] 0.9338312 0.5087004
[2194,] 0.9338312 0.5087004
[2195,] 0.9338312 0.5087004
[2196,] 0.9338312 0.5071399
[2197,] 0.9372013 0.5081672
[2198,] 0.9372013 0.5110919
[2199,] 0.9372013 0.5105972
[2200,] 0.9372013 0.5057431
[2201,] 0.9372013 0.5057431
[2202,] 0.9372013 0.5057431
[2203,] 0.9372013 0.5113346
[2204,] 0.9372013 0.5113346
[2205,] 0.9372013 0.5099621
[2206,] 0.9372013 0.5070911
[2207,] 0.9345709 0.5070911
[2208,] 0.9446926 0.5081676
[2209,] 0.9446926 0.5081676
[2210,] 0.9285134 0.5081676
[2211,] 0.9285134 0.5081676
[2212,] 0.9242799 0.5081676
[2213,] 0.9242799 0.5081676
[2214,] 0.9373934 0.5081676
[2215,] 0.9373934 0.5081676
[2216,] 0.9380272 0.5081676
[2217,] 0.9485606 0.5081676
[2218,] 0.9485606 0.5050677
[2219,] 0.9614457 0.5050677
[2220,] 0.9614457 0.5050677
[2221,] 0.9584080 0.5043640
[2222,] 0.9856712 0.5043640
[2223,] 0.9856712 0.5029396
[2224,] 0.9824515 0.5029396
[2225,] 0.9824515 0.5029396
[2226,] 0.9824515 0.5007680
[2227,] 0.9824515 0.5051948
[2228,] 0.9471913 0.5051948
[2229,] 0.9471913 0.5051948
[2230,] 0.9676484 0.5051948
[2231,] 0.9501626 0.5106329
[2232,] 0.9394767 0.5086999
[2233,] 0.9394767 0.5086999
[2234,] 0.9360857 0.5058053
[2235,] 0.9364375 0.5082910
[2236,] 0.9364375 0.5082910
[2237,] 0.9364375 0.5082910
[2238,] 0.9336093 0.5082910
[2239,] 0.9597541 0.5069805
[2240,] 0.9270661 0.5069805
[2241,] 0.9270661 0.5069805
[2242,] 0.9213335 0.5069805
[2243,] 0.9213335 0.5101599
[2244,] 0.9213335 0.5110183
[2245,] 0.9213335 0.5110183
[2246,] 0.9213335 0.5105100
[2247,] 0.9065797 0.5116900
[2248,] 0.9065797 0.5116900
[2249,] 0.9201053 0.5116833
[2250,] 0.9064175 0.5115558
[2251,] 0.9064175 0.5124424
[2252,] 0.9080585 0.5123826
[2253,] 0.9209353 0.5126148
[2254,] 0.9209353 0.5126148
[2255,] 0.9161288 0.5112564
[2256,] 0.9161288 0.5112564
[2257,] 0.9074152 0.5112564
[2258,] 0.9066170 0.5112564
[2259,] 0.9066170 0.5112567
[2260,] 0.9066170 0.5109168
[2261,] 0.9066170 0.5109168
[2262,] 0.9003879 0.5109168
[2263,] 0.9182162 0.5118089
[2264,] 0.9099797 0.5118089
[2265,] 0.9142124 0.5118089
[2266,] 0.9142124 0.5120457
[2267,] 0.9142124 0.5120457
[2268,] 0.9142124 0.5120457
[2269,] 0.9174608 0.5120457
[2270,] 0.9174608 0.5120457
[2271,] 0.9174608 0.5108519
[2272,] 0.9174608 0.5108519
[2273,] 0.9174608 0.5108519
[2274,] 0.9322118 0.5108519
[2275,] 0.9291238 0.5108519
[2276,] 0.9236882 0.5113838
[2277,] 0.9236882 0.5136537
[2278,] 0.8994279 0.5138875
[2279,] 0.9101979 0.5112107
[2280,] 0.9186984 0.5126153
[2281,] 0.9129051 0.5097815
[2282,] 0.9129051 0.5097815
[2283,] 0.9129051 0.5105134
[2284,] 0.9172292 0.5105134
[2285,] 0.9172292 0.5099339
[2286,] 0.9172292 0.5113222
[2287,] 0.9172292 0.5113222
[2288,] 0.9172292 0.5113619
[2289,] 0.9172292 0.5113619
[2290,] 0.9184423 0.5113619
[2291,] 0.9193928 0.5113619
[2292,] 0.9193928 0.5111883
[2293,] 0.9193928 0.5109917
[2294,] 0.9193928 0.5109917
[2295,] 0.9298246 0.5091135
[2296,] 0.9298246 0.5091135
[2297,] 0.9270255 0.5101554
[2298,] 0.9270255 0.5101554
[2299,] 0.9270255 0.5101554
[2300,] 0.9270255 0.5101554
[2301,] 0.9270255 0.5101554
[2302,] 0.9270255 0.5101554
[2303,] 0.9270255 0.5105251
[2304,] 0.9207160 0.5108576
[2305,] 0.9154689 0.5108576
[2306,] 0.9048227 0.5125925
[2307,] 0.9048227 0.5124739
[2308,] 0.9048227 0.5124739
[2309,] 0.9048227 0.5124739
[2310,] 0.9197859 0.5124739
[2311,] 0.9191291 0.5130700
[2312,] 0.9191291 0.5118584
[2313,] 0.9191291 0.5118584
[2314,] 0.9191291 0.5118584
[2315,] 0.8997358 0.5118584
[2316,] 0.8997358 0.5118584
[2317,] 0.8997358 0.5118584
[2318,] 0.8997358 0.5118584
[2319,] 0.9058467 0.5118584
[2320,] 0.8948036 0.5118584
[2321,] 0.9065165 0.5118584
[2322,] 0.9061591 0.5118584
[2323,] 0.9144037 0.5136017
[2324,] 0.9122673 0.5132725
[2325,] 0.9122673 0.5130249
[2326,] 0.8937504 0.5130249
[2327,] 0.8851268 0.5185650
[2328,] 0.8851268 0.5123521
[2329,] 0.8851268 0.5133967
[2330,] 0.8767804 0.5133967
[2331,] 0.8767804 0.5151004
[2332,] 0.8767804 0.5173190
[2333,] 0.8767804 0.5160534
[2334,] 0.8695453 0.5160534
[2335,] 0.8702605 0.5160534
[2336,] 0.8702605 0.5169908
[2337,] 0.8576200 0.5169908
[2338,] 0.8576200 0.5169908
[2339,] 0.8576200 0.5198399
[2340,] 0.8576200 0.5198399
[2341,] 0.8576200 0.5170987
[2342,] 0.8827959 0.5149161
[2343,] 0.8827959 0.5149161
[2344,] 0.8827959 0.5149161
[2345,] 0.8827959 0.5149161
[2346,] 0.8827959 0.5149161
[2347,] 0.8827959 0.5146710
[2348,] 0.8827959 0.5160073
[2349,] 0.8911742 0.5159423
[2350,] 0.8911742 0.5135075
[2351,] 0.8911742 0.5116910
[2352,] 0.8871778 0.5119539
[2353,] 0.9204016 0.5075057
[2354,] 0.9204016 0.5075057
[2355,] 0.9330894 0.5075057
[2356,] 0.9330894 0.5075057
[2357,] 0.9636441 0.5075057
[2358,] 0.9563244 0.5075057
[2359,] 0.9503244 0.5075057
[2360,] 0.9454142 0.5075057
[2361,] 0.9645365 0.5064955
[2362,] 0.9645365 0.5064955
[2363,] 0.9645365 0.5064955
[2364,] 0.9645365 0.5064955
[2365,] 0.9645365 0.5064955
[2366,] 0.9371045 0.5064955
[2367,] 0.9321655 0.5084956
[2368,] 0.9372864 0.5084675
[2369,] 0.9372864 0.5108637
[2370,] 0.9372864 0.5083739
[2371,] 0.9517024 0.5083739
[2372,] 0.9517024 0.5055155
[2373,] 0.9517024 0.5055155
[2374,] 0.9517024 0.5055155
[2375,] 0.9517024 0.5055155
[2376,] 0.9436813 0.5055155
[2377,] 0.9518839 0.5056271
[2378,] 0.9518839 0.5056271
[2379,] 0.9474255 0.5080772
[2380,] 0.9424179 0.5080772
[2381,] 0.9424179 0.5101461
[2382,] 0.9424179 0.5101461
[2383,] 0.9424179 0.5101461
[2384,] 0.9424179 0.5067331
[2385,] 0.9424179 0.5067331
[2386,] 0.9424179 0.5061020
[2387,] 0.9424179 0.5061020
[2388,] 0.9424179 0.5061020
[2389,] 0.9488248 0.5061020
[2390,] 0.9642748 0.5061020
[2391,] 0.9548553 0.5040921
[2392,] 0.9548553 0.5059377
[2393,] 0.9548553 0.5075735
[2394,] 0.9384622 0.5075735
[2395,] 0.9521377 0.5077896
[2396,] 0.9403273 0.5077896
[2397,] 0.9403273 0.5067117
[2398,] 0.9403273 0.5076221
[2399,] 0.9407092 0.5070646
[2400,] 0.9407092 0.5070646
[2401,] 0.9407092 0.5065273
[2402,] 0.9407092 0.5065273
[2403,] 0.9407092 0.5065273
[2404,] 0.9407092 0.5096096
[2405,] 0.9407092 0.5096096
[2406,] 0.9407092 0.5096096
[2407,] 0.9309393 0.5096096
[2408,] 0.9073918 0.5096096
[2409,] 0.9073918 0.5096096
[2410,] 0.9073918 0.5096096
[2411,] 0.9008670 0.5096096
[2412,] 0.9503384 0.5096096
[2413,] 0.9503384 0.5095540
[2414,] 0.9307458 0.5074211
[2415,] 0.9187318 0.5074211
[2416,] 0.9215487 0.5123008
[2417,] 0.8881947 0.5123008
[2418,] 0.8881947 0.5144776
[2419,] 0.8881947 0.5144776
[2420,] 0.8903175 0.5144776
[2421,] 0.8903175 0.5144776
[2422,] 0.8910565 0.5144776
[2423,] 0.8910565 0.5144776
[2424,] 0.8910565 0.5144776
[2425,] 0.8910565 0.5144776
[2426,] 0.8952021 0.5147986
[2427,] 0.8958651 0.5151448
[2428,] 0.8958651 0.5133187
[2429,] 0.8958651 0.5133187
[2430,] 0.8802304 0.5172646
[2431,] 0.8677859 0.5172646
[2432,] 0.8663654 0.5170267
[2433,] 0.8663654 0.5170881
[2434,] 0.8663654 0.5170881
[2435,] 0.8806349 0.5170881
[2436,] 0.8781587 0.5170881
[2437,] 0.8751484 0.5170881
[2438,] 0.8751484 0.5168293
[2439,] 0.8857767 0.5168293
[2440,] 0.8857767 0.5168293
[2441,] 0.8732815 0.5168293
[2442,] 0.8732815 0.5152914
[2443,] 0.8634801 0.5152914
[2444,] 0.8634801 0.5164928
[2445,] 0.8634801 0.5164928
[2446,] 0.8634801 0.5179776
[2447,] 0.8634801 0.5179776
[2448,] 0.8634801 0.5147308
[2449,] 0.8634801 0.5147308
[2450,] 0.8901545 0.5146237
[2451,] 0.8964200 0.5146237
[2452,] 0.8964200 0.5156183
[2453,] 0.8533668 0.5156183
[2454,] 0.8795205 0.5156183
[2455,] 0.8795205 0.5172982
[2456,] 0.8795205 0.5172982
[2457,] 0.8795205 0.5170496
[2458,] 0.8795205 0.5170496
[2459,] 0.8795205 0.5170496
[2460,] 0.8582795 0.5170496
[2461,] 0.8663062 0.5166109
[2462,] 0.8663062 0.5178107
[2463,] 0.8511668 0.5196265
[2464,] 0.8511668 0.5196265
[2465,] 0.8536126 0.5196265
[2466,] 0.8536126 0.5202397
[2467,] 0.8536126 0.5177131
[2468,] 0.8536126 0.5204373
[2469,] 0.8530467 0.5194315
[2470,] 0.8530467 0.5194315
[2471,] 0.8530467 0.5174668
[2472,] 0.8530467 0.5174668
[2473,] 0.8530467 0.5186588
[2474,] 0.8530467 0.5186588
[2475,] 0.8530467 0.5186588
[2476,] 0.8634030 0.5186588
[2477,] 0.8634030 0.5186588
[2478,] 0.8634030 0.5186588
[2479,] 0.8634030 0.5169424
[2480,] 0.8764905 0.5140574
[2481,] 0.9053543 0.5140574
[2482,] 0.9053543 0.5151205
[2483,] 0.8692121 0.5151205
[2484,] 0.8692121 0.5151205
[2485,] 0.8692121 0.5151205
[2486,] 0.8692121 0.5151205
[2487,] 0.8548055 0.5178835
[2488,] 0.8766446 0.5173745
[2489,] 0.8736532 0.5173745
[2490,] 0.8736532 0.5173745
[2491,] 0.8736532 0.5173745
[2492,] 0.8736532 0.5166275
[2493,] 0.8736532 0.5153440
[2494,] 0.8799206 0.5186611
[2495,] 0.8868450 0.5186611
[2496,] 0.8651815 0.5167498
[2497,] 0.8651815 0.5167498
[2498,] 0.8651815 0.5167498
[2499,] 0.8803101 0.5140961
[2500,] 0.8803101 0.5140961
[2501,] 0.8971887 0.5140961
[2502,] 0.8809044 0.5140961
[2503,] 0.8809044 0.5140961
[2504,] 0.8936859 0.5140961
[2505,] 0.9094178 0.5140961
[2506,] 0.9094178 0.5135277
[2507,] 0.9212832 0.5135277
[2508,] 0.9108476 0.5117306
[2509,] 0.9108476 0.5118218
[2510,] 0.9108476 0.5118218
[2511,] 0.9108476 0.5118218
[2512,] 0.9268572 0.5125476
[2513,] 0.9080334 0.5147513
[2514,] 0.9080334 0.5147513
[2515,] 0.9080334 0.5120258
[2516,] 0.9080334 0.5120258
[2517,] 0.8907330 0.5133099
[2518,] 0.8907330 0.5147953
[2519,] 0.9103552 0.5147953
[2520,] 0.8666822 0.5176341
[2521,] 0.8666822 0.5156125
[2522,] 0.8631351 0.5166927
[2523,] 0.8631351 0.5188164
[2524,] 0.8631351 0.5188164
[2525,] 0.8631351 0.5188164
[2526,] 0.8631351 0.5188164
[2527,] 0.8631351 0.5147621
[2528,] 0.8862452 0.5147621
[2529,] 0.8862452 0.5136161
[2530,] 0.8862452 0.5132777
[2531,] 0.8862452 0.5157361
[2532,] 0.8617102 0.5141193
[2533,] 0.8722480 0.5147721
[2534,] 0.8722480 0.5147721
[2535,] 0.8722480 0.5147721
[2536,] 0.8722480 0.5147721
[2537,] 0.8722480 0.5147721
[2538,] 0.8944021 0.5147721
[2539,] 0.8906377 0.5147721
[2540,] 0.8776636 0.5147721
[2541,] 0.8626797 0.5147338
[2542,] 0.8626797 0.5147338
[2543,] 0.8961219 0.5110768
[2544,] 0.9376591 0.5081911
[2545,] 0.9376591 0.5081470
[2546,] 0.9376591 0.5081470
[2547,] 0.9463053 0.5081470
[2548,] 0.9463053 0.5081470
[2549,] 0.9463053 0.5081470
[2550,] 0.9463053 0.5079124
[2551,] 0.9107780 0.5079124
[2552,] 0.9468810 0.5082373
[2553,] 0.9468810 0.5082373
[2554,] 0.9468810 0.5058966
[2555,] 0.9468810 0.5058966
[2556,] 0.9468810 0.5058966
[2557,] 0.9480936 0.5058966
[2558,] 0.9487599 0.5078175
[2559,] 0.9487599 0.5084522
[2560,] 0.9521289 0.5067797
[2561,] 0.9472821 0.5087974
[2562,] 0.9472821 0.5087974
[2563,] 0.9448645 0.5087974
[2564,] 0.9376328 0.5087974
[2565,] 0.9381127 0.5087974
[2566,] 0.9594159 0.5087974
[2567,] 0.9594159 0.5067436
[2568,] 0.9594159 0.5052541
[2569,] 0.9781381 0.5052541
[2570,] 0.9816504 0.5050339
[2571,] 0.9816504 0.5064674
[2572,] 0.9816504 0.5042159
[2573,] 0.9816504 0.5042159
[2574,] 0.9742643 0.5042159
[2575,] 0.9742643 0.5042159
[2576,] 0.9742643 0.5042159
[2577,] 0.9742643 0.5042159
[2578,] 0.9742643 0.5042159
[2579,] 0.9742643 0.5042159
[2580,] 0.9742643 0.5042159
[2581,] 0.9662188 0.5043272
[2582,] 0.9552156 0.5035608
[2583,] 0.9552156 0.5035608
[2584,] 0.9936663 0.5035608
[2585,] 0.9728043 0.5035608
[2586,] 0.9728043 0.5047556
[2587,] 0.9728043 0.5047556
[2588,] 0.9864095 0.5047556
[2589,] 0.9864095 0.5047556
[2590,] 0.9864095 0.5033183
[2591,] 0.9864095 0.5033183
[2592,] 0.9864095 0.5033183
[2593,] 0.9864095 0.5033183
[2594,] 0.9864095 0.4969432
[2595,] 0.9864095 0.4968285
[2596,] 0.9899342 0.5027318
[2597,] 0.9985675 0.5027318
[2598,] 0.9785143 0.5008295
[2599,] 0.9785143 0.5008295
[2600,] 0.9785143 0.5008295
[2601,] 0.9888701 0.5008295
[2602,] 0.9958966 0.5008295
[2603,] 0.9958966 0.5008295
[2604,] 0.9958966 0.5008295
[2605,] 1.0101568 0.5008295
[2606,] 1.0092655 0.5008295
[2607,] 1.0092655 0.4989240
[2608,] 1.0092655 0.4989240
[2609,] 1.0092655 0.4989240
[2610,] 1.0051522 0.4994352
[2611,] 0.9990212 0.4994352
[2612,] 0.9990212 0.4993486
[2613,] 0.9990212 0.4993486
[2614,] 0.9874262 0.5030951
[2615,] 0.9874262 0.5043029
[2616,] 0.9874262 0.5051061
[2617,] 0.9874262 0.5036065
[2618,] 0.9874262 0.5036065
[2619,] 0.9874262 0.5036065
[2620,] 0.9654339 0.5037810
[2621,] 0.9802855 0.5037810
[2622,] 0.9748212 0.5037810
[2623,] 0.9455426 0.5037810
[2624,] 0.9656052 0.5035987
[2625,] 0.9698785 0.5077476
[2626,] 0.9698785 0.5011341
[2627,] 0.9698785 0.5073664
[2628,] 0.9698785 0.5068999
[2629,] 0.9595855 0.5057332
[2630,] 0.9595855 0.5057332
[2631,] 0.9620305 0.5057332
[2632,] 0.9620305 0.5057332
[2633,] 0.9620305 0.5043798
[2634,] 0.9620305 0.5043798
[2635,] 0.9579997 0.5085348
[2636,] 0.9579997 0.5085348
[2637,] 0.9342387 0.5063438
[2638,] 0.9530373 0.5063438
[2639,] 0.9517100 0.5071440
[2640,] 0.9517100 0.5071440
[2641,] 0.9576602 0.5071440
[2642,] 0.9500081 0.5071440
[2643,] 0.9500081 0.5069791
[2644,] 0.9500081 0.5069791
[2645,] 0.9500081 0.5062541
[2646,] 0.9500081 0.5089876
[2647,] 0.9500081 0.5043206
[2648,] 0.9604280 0.5043206
[2649,] 0.9604280 0.5043206
[2650,] 0.9604280 0.5040278
[2651,] 0.9604280 0.5040278
[2652,] 0.9604280 0.5040278
[2653,] 0.9604280 0.5034642
[2654,] 0.9684060 0.5034642
[2655,] 0.9684060 0.5034642
[2656,] 0.9684060 0.5034642
[2657,] 0.9684060 0.5034642
[2658,] 0.9738452 0.5066345
[2659,] 0.9519365 0.5066345
[2660,] 0.9519365 0.5058155
[2661,] 0.9519365 0.5064551
[2662,] 0.9519365 0.5064551
[2663,] 0.9693706 0.5026908
[2664,] 0.9693706 0.5026908
[2665,] 0.9693706 0.5026908
[2666,] 0.9693706 0.5026908
[2667,] 0.9693706 0.5044490
[2668,] 0.9693706 0.5033289
[2669,] 0.9693706 0.5033289
[2670,] 0.9792843 0.5052384
[2671,] 0.9792843 0.5052384
[2672,] 0.9710859 0.5052384
[2673,] 0.9710859 0.5038501
[2674,] 0.9508865 0.5031692
[2675,] 0.9924331 0.5031692
[2676,] 0.9732786 0.5048407
[2677,] 0.9770130 0.5048407
[2678,] 0.9589125 0.5067118
[2679,] 0.9589125 0.5067118
[2680,] 0.9337986 0.5067118
[2681,] 0.9337986 0.5065533
[2682,] 0.9337986 0.5065533
[2683,] 0.9337986 0.5057726
[2684,] 0.9337986 0.5119845
[2685,] 0.9337986 0.5119845
[2686,] 0.9314676 0.5119845
[2687,] 0.9314676 0.5115787
[2688,] 0.9314676 0.5112698
[2689,] 0.9004036 0.5170951
[2690,] 0.9028367 0.5170951
[2691,] 0.9028367 0.5153585
[2692,] 0.9028367 0.5153585
[2693,] 0.8869069 0.5153585
[2694,] 0.8869069 0.5153585
[2695,] 0.8869069 0.5156823
[2696,] 0.8869069 0.5166693
[2697,] 0.8825349 0.5166693
[2698,] 0.8595532 0.5202045
[2699,] 0.8335104 0.5202045
[2700,] 0.8335104 0.5202045
[2701,] 0.8345307 0.5225269
[2702,] 0.8179176 0.5241454
[2703,] 0.8282436 0.5239206
[2704,] 0.7986201 0.5239206
[2705,] 0.7933598 0.5239206
[2706,] 0.7933598 0.5278647
[2707,] 0.7933598 0.5278647
[2708,] 0.7933598 0.5274703
[2709,] 0.7933598 0.5274703
[2710,] 0.7914456 0.5274703
[2711,] 0.7914456 0.5274703
[2712,] 0.7921742 0.5274703
[2713,] 0.7921742 0.5274703
[2714,] 0.7876636 0.5274703
[2715,] 0.7859470 0.5274703
[2716,] 0.7859470 0.5274703
[2717,] 0.7859470 0.5277838
[2718,] 0.7859470 0.5282872
[2719,] 0.7859470 0.5282872
[2720,] 0.7859470 0.5289720
[2721,] 0.7743128 0.5289720
[2722,] 0.7883151 0.5289720
[2723,] 0.7883151 0.5289720
[2724,] 0.7883151 0.5253492
[2725,] 0.8146847 0.5253492
[2726,] 0.8104438 0.5253492
[2727,] 0.8166205 0.5203969
[2728,] 0.8525877 0.5203969
[2729,] 0.8514995 0.5203969
[2730,] 0.8420872 0.5203969
[2731,] 0.8409292 0.5203969
[2732,] 0.8409292 0.5221130
[2733,] 0.8114982 0.5221130
[2734,] 0.8114982 0.5221130
[2735,] 0.8114982 0.5246884
[2736,] 0.8140844 0.5219822
[2737,] 0.8234059 0.5219822
[2738,] 0.8234059 0.5229945
[2739,] 0.8234059 0.5229945
[2740,] 0.8234059 0.5229945
[2741,] 0.8337879 0.5229945
[2742,] 0.8337879 0.5229945
[2743,] 0.8468140 0.5229945
[2744,] 0.8468140 0.5229945
[2745,] 0.8157340 0.5229945
[2746,] 0.8126045 0.5234332
[2747,] 0.8126045 0.5219080
[2748,] 0.8181865 0.5219155
[2749,] 0.8181865 0.5228490
[2750,] 0.8161580 0.5228490
[2751,] 0.8161580 0.5228490
[2752,] 0.8161580 0.5216164
[2753,] 0.8094003 0.5231494
[2754,] 0.8094003 0.5231494
[2755,] 0.7899472 0.5234265
[2756,] 0.7899472 0.5234265
[2757,] 0.8175044 0.5244018
[2758,] 0.8175044 0.5246072
[2759,] 0.8175044 0.5246072
[2760,] 0.8175044 0.5246072
[2761,] 0.8175044 0.5247073
[2762,] 0.8175044 0.5247073
[2763,] 0.8188671 0.5247073
[2764,] 0.8287711 0.5247073
[2765,] 0.8287711 0.5247073
[2766,] 0.8287711 0.5247073
[2767,] 0.8188423 0.5222698
[2768,] 0.8354682 0.5222698
[2769,] 0.8354682 0.5222698
[2770,] 0.8354682 0.5222698
[2771,] 0.8379134 0.5222698
[2772,] 0.8449696 0.5222698
[2773,] 0.8449696 0.5231951
[2774,] 0.8449696 0.5231951
[2775,] 0.8434258 0.5186050
[2776,] 0.8422163 0.5186050
[2777,] 0.8660153 0.5199798
[2778,] 0.8562662 0.5199798
[2779,] 0.8281329 0.5228054
[2780,] 0.8281329 0.5228054
[2781,] 0.8281329 0.5228054
[2782,] 0.8102009 0.5250053
[2783,] 0.7992779 0.5250053
[2784,] 0.7992779 0.5256332
[2785,] 0.7992779 0.5256332
[2786,] 0.7712147 0.5290379
[2787,] 0.7822761 0.5274945
[2788,] 0.7889797 0.5274945
[2789,] 0.7889797 0.5247259
[2790,] 0.7889797 0.5261879
[2791,] 0.7975565 0.5249390
[2792,] 0.7986981 0.5237816
[2793,] 0.7986981 0.5237816
[2794,] 0.7920646 0.5237816
[2795,] 0.7920646 0.5220086
[2796,] 0.8171249 0.5235446
[2797,] 0.8171249 0.5235446
[2798,] 0.8175600 0.5240000
[2799,] 0.8175600 0.5236836
[2800,] 0.8175600 0.5236836
[2801,] 0.8175600 0.5236836
[2802,] 0.8175600 0.5241727
[2803,] 0.8172315 0.5235554
[2804,] 0.8172315 0.5235554
[2805,] 0.8172315 0.5235554
[2806,] 0.8172315 0.5235554
[2807,] 0.8172315 0.5229332
[2808,] 0.8072120 0.5229332
[2809,] 0.8077938 0.5253893
[2810,] 0.8150234 0.5228378
[2811,] 0.8150234 0.5234019
[2812,] 0.8150234 0.5234019
[2813,] 0.8150234 0.5240199
[2814,] 0.8204360 0.5240199
[2815,] 0.8204360 0.5240199
[2816,] 0.8204360 0.5233624
[2817,] 0.8081567 0.5247350
[2818,] 0.8081567 0.5238291
[2819,] 0.8079881 0.5230532
[2820,] 0.8079881 0.5243716
[2821,] 0.8079881 0.5245934
[2822,] 0.8079881 0.5220315
[2823,] 0.8079881 0.5220315
[2824,] 0.8356703 0.5220315
[2825,] 0.8356703 0.5220315
[2826,] 0.8356703 0.5220315
[2827,] 0.8356703 0.5215251
[2828,] 0.8356703 0.5215251
[2829,] 0.8402370 0.5215251
[2830,] 0.8631754 0.5215251
[2831,] 0.8631754 0.5215251
[2832,] 0.8573788 0.5203283
[2833,] 0.8573788 0.5203283
[2834,] 0.8453267 0.5203283
[2835,] 0.8453267 0.5203283
[2836,] 0.8453267 0.5213443
[2837,] 0.8453267 0.5213443
[2838,] 0.8453267 0.5205483
[2839,] 0.8453267 0.5205483
[2840,] 0.8337064 0.5211498
[2841,] 0.8184344 0.5238540
[2842,] 0.8182644 0.5238540
[2843,] 0.8182644 0.5238540
[2844,] 0.8061359 0.5238540
[2845,] 0.8164101 0.5254259
[2846,] 0.8164101 0.5254259
[2847,] 0.7915111 0.5259347
[2848,] 0.8169742 0.5204021
[2849,] 0.8437543 0.5204021
[2850,] 0.8437543 0.5188220
[2851,] 0.8632401 0.5188220
[2852,] 0.8632401 0.5187834
[2853,] 0.8632401 0.5193866
[2854,] 0.8590681 0.5193866
[2855,] 0.8643915 0.5193866
[2856,] 0.8643915 0.5156353
[2857,] 0.8643915 0.5158631
[2858,] 0.8643915 0.5158631
[2859,] 0.8643915 0.5191459
[2860,] 0.8643915 0.5162538
[2861,] 0.8643915 0.5162538
[2862,] 0.8642339 0.5191097
[2863,] 0.8450352 0.5191097
[2864,] 0.8450352 0.5191097
[2865,] 0.8450352 0.5191097
[2866,] 0.8799555 0.5191097
[2867,] 0.8799555 0.5191097
[2868,] 0.8787017 0.5191097
[2869,] 0.8787017 0.5191097
[2870,] 0.8787017 0.5191097
[2871,] 0.8833122 0.5144904
[2872,] 0.8689060 0.5156445
[2873,] 0.8689060 0.5156445
[2874,] 0.8794404 0.5156252
[2875,] 0.8776394 0.5156252
[2876,] 0.8776394 0.5158761
[2877,] 0.8776394 0.5158761
[2878,] 0.8874436 0.5158761
[2879,] 0.8810074 0.5158761
[2880,] 0.8810074 0.5158761
[2881,] 0.8810074 0.5158761
[2882,] 0.8946967 0.5158761
[2883,] 0.8862251 0.5158761
[2884,] 0.8740433 0.5158761
[2885,] 0.8740433 0.5141237
[2886,] 0.8740433 0.5141237
[2887,] 0.8740433 0.5144257
[2888,] 0.9007670 0.5124093
[2889,] 0.8909704 0.5124093
[2890,] 0.8899474 0.5149082
[2891,] 0.8899474 0.5149082
[2892,] 0.8814158 0.5149082
[2893,] 0.8860938 0.5149082
[2894,] 0.8860938 0.5149082
[2895,] 0.8787134 0.5149082
[2896,] 0.9086998 0.5149082
[2897,] 0.8998126 0.5149082
[2898,] 0.8729070 0.5153411
[2899,] 0.8729070 0.5153411
[2900,] 0.8542929 0.5167463
[2901,] 0.8542929 0.5209157
[2902,] 0.8483668 0.5185109
[2903,] 0.8483668 0.5183036
[2904,] 0.8483668 0.5205996
[2905,] 0.8443413 0.5205996
[2906,] 0.8426033 0.5205765
[2907,] 0.8426033 0.5205765
[2908,] 0.8426033 0.5207708
[2909,] 0.8108009 0.5207708
[2910,] 0.8283870 0.5207708
[2911,] 0.8283870 0.5207708
[2912,] 0.8354433 0.5207708
[2913,] 0.8354433 0.5193809
[2914,] 0.8404478 0.5193809
[2915,] 0.8404478 0.5206470
[2916,] 0.8404478 0.5206470
[2917,] 0.8404478 0.5206470
[2918,] 0.8404478 0.5204887
[2919,] 0.8404478 0.5237133
[2920,] 0.8404478 0.5237133
[2921,] 0.8404478 0.5237133
[2922,] 0.8404478 0.5238084
[2923,] 0.8007151 0.5256742
[2924,] 0.8007151 0.5256742
[2925,] 0.8007151 0.5256742
[2926,] 0.7964139 0.5256742
[2927,] 0.8041804 0.5228998
[2928,] 0.8098405 0.5228998
[2929,] 0.8098405 0.5220922
[2930,] 0.8099275 0.5220922
[2931,] 0.8099275 0.5213662
[2932,] 0.8379378 0.5213662
[2933,] 0.8562238 0.5213662
[2934,] 0.8562238 0.5191970
[2935,] 0.8562238 0.5212180
[2936,] 0.8366294 0.5212180
[2937,] 0.8246542 0.5235163
[2938,] 0.8246542 0.5235163
[2939,] 0.8246542 0.5214033
[2940,] 0.8246542 0.5214033
[2941,] 0.8473002 0.5214033
[2942,] 0.8548530 0.5189685
[2943,] 0.8460979 0.5189685
[2944,] 0.8595174 0.5192208
[2945,] 0.8443547 0.5192208
[2946,] 0.8600993 0.5192208
[2947,] 0.8719942 0.5192208
[2948,] 0.8719942 0.5141868
[2949,] 0.8982340 0.5125157
[2950,] 0.8856793 0.5161070
[2951,] 0.8908441 0.5161070
[2952,] 0.8589031 0.5161070
[2953,] 0.8589031 0.5161070
[2954,] 0.8589031 0.5161070
[2955,] 0.8701219 0.5161070
[2956,] 0.8799013 0.5161070
[2957,] 0.8873337 0.5134468
[2958,] 0.9040241 0.5135097
[2959,] 0.8844416 0.5135097
[2960,] 0.8846038 0.5135097
[2961,] 0.8846038 0.5135097
[2962,] 0.8846038 0.5166179
[2963,] 0.8824132 0.5166179
[2964,] 0.8824132 0.5166179
[2965,] 0.8646617 0.5166179
[2966,] 0.8646617 0.5166179
[2967,] 0.8831576 0.5166179
[2968,] 0.8913139 0.5118791
[2969,] 0.8913139 0.5118791
[2970,] 0.8913139 0.5118791
[2971,] 0.8913139 0.5163018
[2972,] 0.8913139 0.5136641
[2973,] 0.8913139 0.5136641
[2974,] 0.8858748 0.5136641
[2975,] 0.8858748 0.5127863
[2976,] 0.8717060 0.5123864
[2977,] 0.8798229 0.5140912
[2978,] 0.8759843 0.5140826
[2979,] 0.8759843 0.5140826
[2980,] 0.8759843 0.5140826
[2981,] 0.8916698 0.5140826
[2982,] 0.8916698 0.5123658
[2983,] 0.8994220 0.5111278
[2984,] 0.9225772 0.5111278
[2985,] 0.9225772 0.5091271
[2986,] 0.9260123 0.5102475
[2987,] 0.9008917 0.5097910
[2988,] 0.9008917 0.5102455
[2989,] 0.9057942 0.5102455
[2990,] 0.9220007 0.5108292
[2991,] 0.9020287 0.5108292
[2992,] 0.9020287 0.5115725
[2993,] 0.9020287 0.5131657
[2994,] 0.9037202 0.5120481
[2995,] 0.8956803 0.5148395
[2996,] 0.8956803 0.5148395
[2997,] 0.8976500 0.5148395
[2998,] 0.8720932 0.5149544
[2999,] 0.8720932 0.5149544
[3000,] 0.8720932 0.5156759
[3001,] 0.8720932 0.5156759
[3002,] 0.8810179 0.5149261
[3003,] 0.8810179 0.5149261
[3004,] 0.8896125 0.5149261
[3005,] 0.8896125 0.5153672
[3006,] 0.9035318 0.5153672
[3007,] 0.9035318 0.5125953
[3008,] 0.9035318 0.5124881
[3009,] 0.9035318 0.5124014
[3010,] 0.9021761 0.5124014
[3011,] 0.9021761 0.5131487
[3012,] 0.9021761 0.5131487
[3013,] 0.9021761 0.5131487
[3014,] 0.8913346 0.5131487
[3015,] 0.8913346 0.5136522
[3016,] 0.8913346 0.5131853
[3017,] 0.9022769 0.5131853
[3018,] 0.9022769 0.5131853
[3019,] 0.9022769 0.5106952
[3020,] 0.9171706 0.5106952
[3021,] 0.9396574 0.5106952
[3022,] 0.9190538 0.5078665
[3023,] 0.9411359 0.5062834
[3024,] 0.9411359 0.5074256
[3025,] 0.9429293 0.5088474
[3026,] 0.9429293 0.5088474
[3027,] 0.9319228 0.5080246
[3028,] 0.9319228 0.5082066
[3029,] 0.9302361 0.5082066
[3030,] 0.9570577 0.5085394
[3031,] 0.9368596 0.5085394
[3032,] 0.9368596 0.5085394
[3033,] 0.9368596 0.5085394
[3034,] 0.9266300 0.5090857
[3035,] 0.9299213 0.5090857
[3036,] 0.9299213 0.5104447
[3037,] 0.9142561 0.5104447
[3038,] 0.9142561 0.5120978
[3039,] 0.9142561 0.5135541
[3040,] 0.9142561 0.5135541
[3041,] 0.9208526 0.5094849
[3042,] 0.9208526 0.5120826
[3043,] 0.9208526 0.5120826
[3044,] 0.9184708 0.5140432
[3045,] 0.9184708 0.5140432
[3046,] 0.9119940 0.5140432
[3047,] 0.8712066 0.5172338
[3048,] 0.8689752 0.5172338
[3049,] 0.8689752 0.5136973
[3050,] 0.8689752 0.5135925
[3051,] 0.8955061 0.5118803
[3052,] 0.8955061 0.5118803
[3053,] 0.8955061 0.5118803
[3054,] 0.9208114 0.5123318
[3055,] 0.9208114 0.5123318
[3056,] 0.9208114 0.5097054
[3057,] 0.9208114 0.5122559
[3058,] 0.9208114 0.5122559
[3059,] 0.8883405 0.5122559
[3060,] 0.8883405 0.5124737
[3061,] 0.8965995 0.5124737
[3062,] 0.8965995 0.5113745
[3063,] 0.8965995 0.5157134
[3064,] 0.8965995 0.5118322
[3065,] 0.8965995 0.5125063
[3066,] 0.8891417 0.5153154
[3067,] 0.8891417 0.5163601
[3068,] 0.8800348 0.5177311
[3069,] 0.8800348 0.5177311
[3070,] 0.8800348 0.5177311
[3071,] 0.8545649 0.5177311
[3072,] 0.8545649 0.5177311
[3073,] 0.8671887 0.5177311
[3074,] 0.8671887 0.5177311
[3075,] 0.8671887 0.5177311
[3076,] 0.8541552 0.5177311
[3077,] 0.8516033 0.5177311
[3078,] 0.8659216 0.5177311
[3079,] 0.8659216 0.5177311
[3080,] 0.8659216 0.5177311
[3081,] 0.8659216 0.5177311
[3082,] 0.8659216 0.5177311
[3083,] 0.8659216 0.5177311
[3084,] 0.8670252 0.5177311
[3085,] 0.8641033 0.5175772
[3086,] 0.8635338 0.5175772
[3087,] 0.8560899 0.5175772
[3088,] 0.8560899 0.5184753
[3089,] 0.8560899 0.5184753
[3090,] 0.8560899 0.5184753
[3091,] 0.8560899 0.5184753
[3092,] 0.8560899 0.5184753
[3093,] 0.8560899 0.5168134
[3094,] 0.8560899 0.5168134
[3095,] 0.8687948 0.5168134
[3096,] 0.8687948 0.5168134
[3097,] 0.8687948 0.5168134
[3098,] 0.8809613 0.5161539
[3099,] 0.8809613 0.5161539
[3100,] 0.8887022 0.5161539
[3101,] 0.8887022 0.5163844
[3102,] 0.8677129 0.5163844
[3103,] 0.8593290 0.5176284
[3104,] 0.8593290 0.5179231
[3105,] 0.8593290 0.5179231
[3106,] 0.8593290 0.5179231
[3107,] 0.8417048 0.5201560
[3108,] 0.8417048 0.5213851
[3109,] 0.8260129 0.5234163
[3110,] 0.8260129 0.5234163
[3111,] 0.8260129 0.5234163
[3112,] 0.8260129 0.5244532
[3113,] 0.8260129 0.5244532
[3114,] 0.8079542 0.5219861
[3115,] 0.8239887 0.5219861
[3116,] 0.8239887 0.5219861
[3117,] 0.8068414 0.5258006
[3118,] 0.8043539 0.5258006
[3119,] 0.7706257 0.5267206
[3120,] 0.7678786 0.5267206
[3121,] 0.7678786 0.5267206
[3122,] 0.7719493 0.5275280
[3123,] 0.7719493 0.5275280
[3124,] 0.7719493 0.5275280
[3125,] 0.7719493 0.5275280
[3126,] 0.7719493 0.5275280
[3127,] 0.7719493 0.5274275
[3128,] 0.7788189 0.5280556
[3129,] 0.7953918 0.5230993
[3130,] 0.8378518 0.5209495
[3131,] 0.8495756 0.5162694
[3132,] 0.8816486 0.5150464
[3133,] 0.8816486 0.5150464
[3134,] 0.8816486 0.5150464
[3135,] 0.8877665 0.5150464
[3136,] 0.8859257 0.5147085
[3137,] 0.9070440 0.5147085
[3138,] 0.8899059 0.5138731
[3139,] 0.8899059 0.5138731
[3140,] 0.8819301 0.5138731
[3141,] 0.8819301 0.5138731
[3142,] 0.8819301 0.5138731
[3143,] 0.8819301 0.5138731
[3144,] 0.8819301 0.5138731
[3145,] 0.8948275 0.5138731
[3146,] 0.8948275 0.5138731
[3147,] 0.8948275 0.5138731
[3148,] 0.8989417 0.5138731
[3149,] 0.8989417 0.5147195
[3150,] 0.8893999 0.5147195
[3151,] 0.8893999 0.5126091
[3152,] 0.8893999 0.5126091
[3153,] 0.9281626 0.5126091
[3154,] 0.9129327 0.5126091
[3155,] 0.8816349 0.5126091
[3156,] 0.8891319 0.5161504
[3157,] 0.8814688 0.5161504
[3158,] 0.8814688 0.5161504
[3159,] 0.8930875 0.5161504
[3160,] 0.8799938 0.5172713
[3161,] 0.8799938 0.5170267
[3162,] 0.8799938 0.5168027
[3163,] 0.8799938 0.5168027
[3164,] 0.8863017 0.5168027
[3165,] 0.8863017 0.5162059
[3166,] 0.8863017 0.5162059
[3167,] 0.8863017 0.5140370
[3168,] 0.8863017 0.5122177
[3169,] 0.8817095 0.5149572
[3170,] 0.8817095 0.5149572
[3171,] 0.8996160 0.5166612
[3172,] 0.8996160 0.5135660
[3173,] 0.8996160 0.5135660
[3174,] 0.8996160 0.5135660
[3175,] 0.8996160 0.5135660
[3176,] 0.8996160 0.5135660
[3177,] 0.8996160 0.5149012
[3178,] 0.8879685 0.5149012
[3179,] 0.8879685 0.5141950
[3180,] 0.8879685 0.5175647
[3181,] 0.8879685 0.5115936
[3182,] 0.8879685 0.5115936
[3183,] 0.8879685 0.5115936
[3184,] 0.8879685 0.5115936
[3185,] 0.9164757 0.5115936
[3186,] 0.9164757 0.5103412
[3187,] 0.9133111 0.5093952
[3188,] 0.9133111 0.5113005
[3189,] 0.9133111 0.5113005
[3190,] 0.9193412 0.5113005
[3191,] 0.9206664 0.5113005
[3192,] 0.9206664 0.5109408
[3193,] 0.9206664 0.5105129
[3194,] 0.9206664 0.5105922
[3195,] 0.9234782 0.5105922
[3196,] 0.9234782 0.5105922
[3197,] 0.9246959 0.5105922
[3198,] 0.9246959 0.5097195
[3199,] 0.9338414 0.5099578
[3200,] 0.9338414 0.5099578
[3201,] 0.9338414 0.5069876
[3202,] 0.9338414 0.5069876
[3203,] 0.9338414 0.5066227
[3204,] 0.9338414 0.5066227
[3205,] 0.9430973 0.5066227
[3206,] 0.9430973 0.5066227
[3207,] 0.9430973 0.5066227
[3208,] 0.9430973 0.5066227
[3209,] 0.9466909 0.5066227
[3210,] 0.9466909 0.5066227
[3211,] 0.9328005 0.5066227
[3212,] 0.9328005 0.5066227
[3213,] 0.9328005 0.5062485
[3214,] 0.9328005 0.5062485
[3215,] 0.9328005 0.5091705
[3216,] 0.9328005 0.5093570
[3217,] 0.9328005 0.5093570
[3218,] 0.9216230 0.5098670
[3219,] 0.9203768 0.5053482
[3220,] 0.9228943 0.5053482
[3221,] 0.9228943 0.5071852
[3222,] 0.9349396 0.5071852
[3223,] 0.9643475 0.5071852
[3224,] 0.9214645 0.5073847
[3225,] 0.9432429 0.5073847
[3226,] 0.9432429 0.5060595
[3227,] 0.9432429 0.5060595
[3228,] 0.9432429 0.5104424
[3229,] 0.9174430 0.5104760
[3230,] 0.9174430 0.5104760
[3231,] 0.9174430 0.5104760
[3232,] 0.9077925 0.5148895
[3233,] 0.8949562 0.5148895
[3234,] 0.8949562 0.5127257
[3235,] 0.8949562 0.5127257
[3236,] 0.8949562 0.5127257
[3237,] 0.8949562 0.5127257
[3238,] 0.8989009 0.5130340
[3239,] 0.8989009 0.5130340
[3240,] 0.8904283 0.5144358
[3241,] 0.8904283 0.5128973
[3242,] 0.8904283 0.5128973
[3243,] 0.8904283 0.5128973
[3244,] 0.8904283 0.5128973
[3245,] 0.8904283 0.5128973
[3246,] 0.8904283 0.5150741
[3247,] 0.8904283 0.5161462
[3248,] 0.8904283 0.5168118
[3249,] 0.8904283 0.5167280
[3250,] 0.8904283 0.5163688
[3251,] 0.8781856 0.5166931
[3252,] 0.8775227 0.5166931
[3253,] 0.8775227 0.5166931
[3254,] 0.8775227 0.5166931
[3255,] 0.8775227 0.5166931
[3256,] 0.8741548 0.5166931
[3257,] 0.8762501 0.5166931
[3258,] 0.8762501 0.5166931
[3259,] 0.8774462 0.5157981
[3260,] 0.8774462 0.5181329
[3261,] 0.8711230 0.5181329
[3262,] 0.8630324 0.5201305
[3263,] 0.8630324 0.5171646
[3264,] 0.8706997 0.5171646
[3265,] 0.8706997 0.5167343
[3266,] 0.8706997 0.5163074
[3267,] 0.8706997 0.5163074
[3268,] 0.8686173 0.5164871
[3269,] 0.8833083 0.5175830
[3270,] 0.8833083 0.5175830
[3271,] 0.8833083 0.5151591
[3272,] 0.8904028 0.5143115
[3273,] 0.8965784 0.5117851
[3274,] 0.9335629 0.5084512
[3275,] 0.9189478 0.5084512
[3276,] 0.9189478 0.5084512
[3277,] 0.9189478 0.5084512
[3278,] 0.9431572 0.5084512
[3279,] 0.9431572 0.5084512
[3280,] 0.9431572 0.5081712
[3281,] 0.9431572 0.5081712
[3282,] 0.9431572 0.5086872
[3283,] 0.9431572 0.5086872
[3284,] 0.9431572 0.5086872
[3285,] 0.9486715 0.5101330
[3286,] 0.9486715 0.5070521
[3287,] 0.9521167 0.5078908
[3288,] 0.9198807 0.5103155
[3289,] 0.9198807 0.5103155
[3290,] 0.9198807 0.5103155
[3291,] 0.9198807 0.5103155
[3292,] 0.9513393 0.5100383
[3293,] 0.9494292 0.5069453
[3294,] 0.9358756 0.5069453
[3295,] 0.9358756 0.5078265
[3296,] 0.9173187 0.5085752
[3297,] 0.9216917 0.5085752
[3298,] 0.9216917 0.5110913
[3299,] 0.9216917 0.5135010
[3300,] 0.8970715 0.5135010
[3301,] 0.9077981 0.5135010
[3302,] 0.9077981 0.5135010
[3303,] 0.9097890 0.5125092
[3304,] 0.9056192 0.5125092
[3305,] 0.9192959 0.5091716
[3306,] 0.9192959 0.5091716
[3307,] 0.9192959 0.5091716
[3308,] 0.9192959 0.5110584
[3309,] 0.9172500 0.5110584
[3310,] 0.9172500 0.5110584
[3311,] 0.9172500 0.5120093
[3312,] 0.9120495 0.5120093
[3313,] 0.8980410 0.5129381
[3314,] 0.8980410 0.5129381
[3315,] 0.8962810 0.5129381
[3316,] 0.8962810 0.5127977
[3317,] 0.8962810 0.5127977
[3318,] 0.8962810 0.5127977
[3319,] 0.8962810 0.5127977
[3320,] 0.8858629 0.5127977
[3321,] 0.8913606 0.5127977
[3322,] 0.9189225 0.5127977
[3323,] 0.9191765 0.5127977
[3324,] 0.9191765 0.5125954
[3325,] 0.9191765 0.5112590
[3326,] 0.9191765 0.5112590
[3327,] 0.9191765 0.5094653
[3328,] 0.9220448 0.5094653
[3329,] 0.9112734 0.5094653
[3330,] 0.9502167 0.5071054
[3331,] 0.9373994 0.5071054
[3332,] 0.9373994 0.5071054
[3333,] 0.9373994 0.5073117
[3334,] 0.9373994 0.5073117
[3335,] 0.9445785 0.5073117
[3336,] 0.9445785 0.5073117
[3337,] 0.9529770 0.5058629
[3338,] 0.9529770 0.5058629
[3339,] 0.9529770 0.5075992
[3340,] 0.9529770 0.5070583
[3341,] 0.9367555 0.5070583
[3342,] 0.9367555 0.5070583
[3343,] 0.9367555 0.5070583
[3344,] 0.9367555 0.5070583
[3345,] 0.9367555 0.5070583
[3346,] 0.9367555 0.5070583
[3347,] 0.9367555 0.5058356
[3348,] 0.9367555 0.5058356
[3349,] 0.9367555 0.5081909
[3350,] 0.9367555 0.5081909
[3351,] 0.9472084 0.5090540
[3352,] 0.9472084 0.5079006
[3353,] 0.9472084 0.5079006
[3354,] 0.9305782 0.5079006
[3355,] 0.9344613 0.5103687
[3356,] 0.9344613 0.5103687
[3357,] 0.9344613 0.5103687
[3358,] 0.9344613 0.5088588
[3359,] 0.9344613 0.5088588
[3360,] 0.9344613 0.5088992
[3361,] 0.9344613 0.5088992
[3362,] 0.9620368 0.5022612
[3363,] 0.9620368 0.5022612
[3364,] 0.9718386 0.5022612
[3365,] 0.9718386 0.5015531
[3366,] 0.9718386 0.5079667
[3367,] 0.9146206 0.5093265
[3368,] 0.9250647 0.5112274
[3369,] 0.9250647 0.5098321
[3370,] 0.9250647 0.5098321
[3371,] 0.9250647 0.5106286
[3372,] 0.9250647 0.5120773
[3373,] 0.9139942 0.5129934
[3374,] 0.9139942 0.5129934
[3375,] 0.8814769 0.5129934
[3376,] 0.8814769 0.5129934
[3377,] 0.8814769 0.5129934
[3378,] 0.8814769 0.5127537
[3379,] 0.9146146 0.5127537
[3380,] 0.9146146 0.5127537
[3381,] 0.9146146 0.5127537
[3382,] 0.9140898 0.5127537
[3383,] 0.9140898 0.5127537
[3384,] 0.9140898 0.5127537
[3385,] 0.9140898 0.5127537
[3386,] 0.9140898 0.5127537
[3387,] 0.9140898 0.5127537
[3388,] 0.8898242 0.5153090
[3389,] 0.8821386 0.5153090
[3390,] 0.8821386 0.5153090
[3391,] 0.8821386 0.5153090
[3392,] 0.8844788 0.5153090
[3393,] 0.8864807 0.5153090
[3394,] 0.9071002 0.5153090
[3395,] 0.9071002 0.5153090
[3396,] 0.9071002 0.5153090
[3397,] 0.9071002 0.5138028
[3398,] 0.9071002 0.5138028
[3399,] 0.9095010 0.5121781
[3400,] 0.9095010 0.5121781
[3401,] 0.9095010 0.5101007
[3402,] 0.9368524 0.5070763
[3403,] 0.9368524 0.5070763
[3404,] 0.9533816 0.5070763
[3405,] 0.9688027 0.5050709
[3406,] 0.9688027 0.5044011
[3407,] 0.9688027 0.5044011
[3408,] 0.9688027 0.5044011
[3409,] 0.9688027 0.5044011
[3410,] 0.9681243 0.5044011
[3411,] 0.9681243 0.5078680
[3412,] 0.9681243 0.5070247
[3413,] 0.9681243 0.5057771
[3414,] 0.9681243 0.5057771
[3415,] 0.9681243 0.5045436
[3416,] 0.9709231 0.5045436
[3417,] 0.9709231 0.5045436
[3418,] 0.9709231 0.5045436
[3419,] 0.9527476 0.5045436
[3420,] 0.9527476 0.5079186
[3421,] 0.9527476 0.5079186
[3422,] 0.9527476 0.5079921
[3423,] 0.9491110 0.5079921
[3424,] 0.9491110 0.5091211
[3425,] 0.9491110 0.5082917
[3426,] 0.9767891 0.5082917
[3427,] 0.9767891 0.5082917
[3428,] 0.9774518 0.5079553
[3429,] 0.9806395 0.5066907
[3430,] 0.9806395 0.5066907
[3431,] 0.9757302 0.5066907
[3432,] 0.9757302 0.5066907
[3433,] 0.9472065 0.5082849
[3434,] 0.9320867 0.5108254
[3435,] 0.9317593 0.5068781
[3436,] 0.9315606 0.5068781
[3437,] 0.9309328 0.5068781
[3438,] 0.9569881 0.5068781
[3439,] 0.9659264 0.5068781
[3440,] 0.9659264 0.5039595
[3441,] 0.9928189 0.5039595
[3442,] 0.9590042 0.5039595
[3443,] 0.9590042 0.5066573
[3444,] 0.9590042 0.5066573
[3445,] 0.9513862 0.5040083
[3446,] 0.9513862 0.5040083
[3447,] 0.9686588 0.5040083
[3448,] 0.9669126 0.5040083
[3449,] 0.9748412 0.5040083
[3450,] 0.9825096 0.5016597
[3451,] 0.9825096 0.5016597
[3452,] 0.9825096 0.5005220
[3453,] 0.9868893 0.5005220
[3454,] 0.9964442 0.5005220
[3455,] 1.0117769 0.4999778
[3456,] 1.0117769 0.4999778
[3457,] 1.0122635 0.4994918
[3458,] 1.0122635 0.5000981
[3459,] 1.0122635 0.4998748
[3460,] 1.0015998 0.5009542
[3461,] 0.9983357 0.5009542
[3462,] 0.9857556 0.5009542
[3463,] 0.9857556 0.5041207
[3464,] 0.9634238 0.5060391
[3465,] 0.9522832 0.5081988
[3466,] 0.9522832 0.5053785
[3467,] 0.9522832 0.5053785
[3468,] 0.9522832 0.5053785
[3469,] 0.9522832 0.5044530
[3470,] 0.9809709 0.5007906
[3471,] 1.0141567 0.4965720
[3472,] 1.0056180 0.4965720
[3473,] 1.0193499 0.4965720
[3474,] 1.0193499 0.4972781
[3475,] 1.0193499 0.4972781
[3476,] 1.0289619 0.4979564
[3477,] 1.0411464 0.4989618
[3478,] 1.0411464 0.4989618
[3479,] 1.0411464 0.4989618
[3480,] 1.0411464 0.4979701
[3481,] 1.0411464 0.4964778
[3482,] 1.0256088 0.4976661
[3483,] 1.0256088 0.4976661
[3484,] 1.0303890 0.4976661
[3485,] 1.0019815 0.5009514
[3486,] 1.0019815 0.5009514
[3487,] 1.0019815 0.5009514
[3488,] 0.9833498 0.5009514
[3489,] 0.9833498 0.5011205
[3490,] 0.9833498 0.5011205
[3491,] 0.9929772 0.5011205
[3492,] 0.9901869 0.5021645
[3493,] 0.9901869 0.5021445
[3494,] 0.9901869 0.5021445
[3495,] 0.9783849 0.5021883
[3496,] 0.9783849 0.5021883
[3497,] 0.9783849 0.5021883
[3498,] 0.9922911 0.5021010
[3499,] 0.9777827 0.5021010
[3500,] 0.9777827 0.5048243
[3501,] 0.9785591 0.5033694
[3502,] 0.9785591 0.5033694
[3503,] 0.9707621 0.5022393
[3504,] 0.9707621 0.5022393
[3505,] 0.9875525 0.5022393
[3506,] 0.9675264 0.5032647
[3507,] 0.9769505 0.5032647
[3508,] 0.9769505 0.5017032
[3509,] 1.0040784 0.5017032
[3510,] 1.0015741 0.4999777
[3511,] 1.0015741 0.4999840
[3512,] 1.0067858 0.4999840
[3513,] 0.9913713 0.5004384
[3514,] 0.9850059 0.5004384
[3515,] 1.0047436 0.5004384
[3516,] 1.0047436 0.5004384
[3517,] 1.0047436 0.5004384
[3518,] 1.0001578 0.5004384
[3519,] 0.9940307 0.5011812
[3520,] 0.9940307 0.5011812
[3521,] 0.9940307 0.5011812
[3522,] 0.9829895 0.5021602
[3523,] 1.0023133 0.5003893
[3524,] 1.0023133 0.5003893
[3525,] 1.0059648 0.5004332
[3526,] 1.0059648 0.5004332
[3527,] 1.0052836 0.4973896
[3528,] 1.0204850 0.4973896
[3529,] 1.0292469 0.4973896
[3530,] 1.0218751 0.4973896
[3531,] 1.0100479 0.5004792
[3532,] 1.0100479 0.5004792
[3533,] 1.0100479 0.5011475
[3534,] 1.0016575 0.5008669
[3535,] 1.0016575 0.4991097
[3536,] 1.0149912 0.4991097
[3537,] 1.0021451 0.4991097
[3538,] 1.0021451 0.4991097
[3539,] 1.0277933 0.4973458
[3540,] 1.0277933 0.4973458
[3541,] 1.0093604 0.4973458
[3542,] 1.0093604 0.4989177
[3543,] 1.0165473 0.4990812
[3544,] 1.0312485 0.4988169
[3545,] 1.0312485 0.4985068
[3546,] 1.0055628 0.4985068
[3547,] 1.0055628 0.4985068
[3548,] 1.0055628 0.4985068
[3549,] 0.9834311 0.4971860
[3550,] 0.9834311 0.4971860
[3551,] 1.0132271 0.5001175
[3552,] 1.0132271 0.5001175
[3553,] 1.0132271 0.5001175
[3554,] 0.9885478 0.5010944
[3555,] 0.9885478 0.5010944
[3556,] 1.0132973 0.5019598
[3557,] 1.0132973 0.5019598
[3558,] 1.0132973 0.5029335
[3559,] 1.0099398 0.5029335
[3560,] 1.0068114 0.5029335
[3561,] 1.0082442 0.5014504
[3562,] 1.0082442 0.5014504
[3563,] 0.9833902 0.5014504
[3564,] 1.0148352 0.5014504
[3565,] 1.0161019 0.5014504
[3566,] 1.0161019 0.5014504
[3567,] 0.9885747 0.5014504
[3568,] 0.9885747 0.5014504
[3569,] 0.9756028 0.5003505
[3570,] 0.9756028 0.5028983
[3571,] 0.9714259 0.5028983
[3572,] 0.9714259 0.5028983
[3573,] 0.9860452 0.5028983
[3574,] 0.9860452 0.5028983
[3575,] 0.9860452 0.5028983
[3576,] 0.9860452 0.5028983
[3577,] 0.9709698 0.5028983
[3578,] 0.9709698 0.5028983
[3579,] 0.9726301 0.5054405
[3580,] 0.9726301 0.5056170
[3581,] 0.9726301 0.5056170
[3582,] 0.9726301 0.5015316
[3583,] 0.9828185 0.5015316
[3584,] 0.9828185 0.5026801
[3585,] 0.9828185 0.5026801
[3586,] 0.9926743 0.5026801
[3587,] 0.9981606 0.5026801
[3588,] 0.9981606 0.5032491
[3589,] 0.9981606 0.4978099
[3590,] 1.0148931 0.5007297
[3591,] 0.9791276 0.5013493
[3592,] 0.9814374 0.5019858
[3593,] 0.9814374 0.5019858
[3594,] 0.9841595 0.5019858
[3595,] 0.9841595 0.5019858
[3596,] 0.9965067 0.5010632
[3597,] 0.9965067 0.5023159
[3598,] 0.9949837 0.5012842
[3599,] 1.0001937 0.5012842
[3600,] 1.0001937 0.5012842
[3601,] 0.9889942 0.4998116
[3602,] 0.9904740 0.5036990
[3603,] 0.9904740 0.5036990
[3604,] 0.9791615 0.5025809
[3605,] 0.9735266 0.5025809
[3606,] 0.9948361 0.5010284
[3607,] 0.9944361 0.5011994
[3608,] 0.9864934 0.5011994
[3609,] 1.0228319 0.5011994
[3610,] 1.0228319 0.5019004
[3611,] 1.0228319 0.4959265
[3612,] 1.0228319 0.4984596
[3613,] 1.0152922 0.4998802
[3614,] 1.0069521 0.4998802
[3615,] 1.0026256 0.5005587
[3616,] 1.0026256 0.5005587
[3617,] 1.0026256 0.5005587
[3618,] 1.0026256 0.5005587
[3619,] 1.0026256 0.5005587
[3620,] 1.0026256 0.5005587
[3621,] 0.9876420 0.5005587
[3622,] 0.9876420 0.5008753
[3623,] 0.9716768 0.5008753
[3624,] 0.9838059 0.5008753
[3625,] 0.9850175 0.5009728
[3626,] 0.9850175 0.5030668
[3627,] 0.9769843 0.5042875
[3628,] 0.9594583 0.5076419
[3629,] 0.9594583 0.5076419
[3630,] 0.9427120 0.5079350
[3631,] 0.9357618 0.5079350
[3632,] 0.9343985 0.5079350
[3633,] 0.9343985 0.5079350
[3634,] 0.9343985 0.5079350
[3635,] 0.9415134 0.5079350
[3636,] 0.9415134 0.5062771
[3637,] 0.9622655 0.5062771
[3638,] 0.9510191 0.5062771
[3639,] 0.9550850 0.5062771
[3640,] 0.9444776 0.5064345
[3641,] 0.9444776 0.5078465
[3642,] 0.9444776 0.5078465
[3643,] 0.9199610 0.5122848
[3644,] 0.9199610 0.5124264
[3645,] 0.8816882 0.5183579
[3646,] 0.8752562 0.5143883
[3647,] 0.8752562 0.5143883
[3648,] 0.8752562 0.5143883
[3649,] 0.8752562 0.5141470
[3650,] 0.8752562 0.5152950
[3651,] 0.8752562 0.5152950
[3652,] 0.8717835 0.5152950
[3653,] 0.8717835 0.5154794
[3654,] 0.8717835 0.5154794
[3655,] 0.8717835 0.5154794
[3656,] 0.8717835 0.5184433
[3657,] 0.8569791 0.5220102
[3658,] 0.8500833 0.5207937
[3659,] 0.8572934 0.5165973
[3660,] 0.8572934 0.5165973
[3661,] 0.8415663 0.5165973
[3662,] 0.8833254 0.5168591
[3663,] 0.8833254 0.5133642
[3664,] 0.8813525 0.5168634
[3665,] 0.8861455 0.5142979
[3666,] 0.8861455 0.5142979
[3667,] 0.8846208 0.5142979
[3668,] 0.8846208 0.5159078
[3669,] 0.8846208 0.5168120
[3670,] 0.8846208 0.5168120
[3671,] 0.8818659 0.5169022
[3672,] 0.8818659 0.5169022
[3673,] 0.8818659 0.5169022
[3674,] 0.8791902 0.5169022
[3675,] 0.8791902 0.5169022
[3676,] 0.8791902 0.5176644
[3677,] 0.8791902 0.5176644
[3678,] 0.8505808 0.5176644
[3679,] 0.8705551 0.5176644
[3680,] 0.8705551 0.5164707
[3681,] 0.8852227 0.5164707
[3682,] 0.8646645 0.5157712
[3683,] 0.8778549 0.5157712
[3684,] 0.8770916 0.5157712
[3685,] 0.8770916 0.5174463
[3686,] 0.8748660 0.5174463
[3687,] 0.8736667 0.5174463
[3688,] 0.8736667 0.5174463
[3689,] 0.8736667 0.5174463
[3690,] 0.8736667 0.5165940
[3691,] 0.8736667 0.5165940
[3692,] 0.8736667 0.5165940
[3693,] 0.8736667 0.5165940
[3694,] 0.8736667 0.5165940
[3695,] 0.8736667 0.5165940
[3696,] 0.8764997 0.5165940
[3697,] 0.8764997 0.5165940
[3698,] 0.8764997 0.5165940
[3699,] 0.8828090 0.5147661
[3700,] 0.8860477 0.5147661
[3701,] 0.8860477 0.5147757
[3702,] 0.8860477 0.5163116
[3703,] 0.8640988 0.5163116
[3704,] 0.8640988 0.5160135
[3705,] 0.9002489 0.5160135
[3706,] 0.8554655 0.5218140
[3707,] 0.8439334 0.5218140
[3708,] 0.8451804 0.5218140
[3709,] 0.8451804 0.5218140
[3710,] 0.8503438 0.5208737
[3711,] 0.8442937 0.5189107
[3712,] 0.8674527 0.5189107
[3713,] 0.8793800 0.5167350
[3714,] 0.8793800 0.5176849
[3715,] 0.8683262 0.5181609
[3716,] 0.8683262 0.5181609
[3717,] 0.8683262 0.5181609
[3718,] 0.8809017 0.5170852
[3719,] 0.8649209 0.5170852
[3720,] 0.8649209 0.5187053
[3721,] 0.8649209 0.5148105
[3722,] 0.8649209 0.5148105
[3723,] 0.9042825 0.5148105
[3724,] 0.8989893 0.5148105
[3725,] 0.8989893 0.5148105
[3726,] 0.9034064 0.5156331
[3727,] 0.9034064 0.5156331
[3728,] 0.8690054 0.5156331
[3729,] 0.8705999 0.5156331
[3730,] 0.8705999 0.5156331
[3731,] 0.8728630 0.5191495
[3732,] 0.8728630 0.5191495
[3733,] 0.8601147 0.5191495
[3734,] 0.8564699 0.5191495
[3735,] 0.8672504 0.5189268
[3736,] 0.8672504 0.5189268
[3737,] 0.8617539 0.5163017
[3738,] 0.8617539 0.5159578
[3739,] 0.8619146 0.5159578
[3740,] 0.8619146 0.5180806
[3741,] 0.8619146 0.5180806
[3742,] 0.8619146 0.5180806
[3743,] 0.8619146 0.5200375
[3744,] 0.8619146 0.5195881
[3745,] 0.8619146 0.5195881
[3746,] 0.8308780 0.5234691
[3747,] 0.8308780 0.5220092
[3748,] 0.8308780 0.5220092
[3749,] 0.8308780 0.5220092
[3750,] 0.8308780 0.5220092
[3751,] 0.8308780 0.5220092
[3752,] 0.8201320 0.5220092
[3753,] 0.8423923 0.5168088
[3754,] 0.8423923 0.5182999
[3755,] 0.8423923 0.5182999
[3756,] 0.8535191 0.5184181
[3757,] 0.8358847 0.5184181
[3758,] 0.8358847 0.5184181
[3759,] 0.8358847 0.5184181
[3760,] 0.8491782 0.5184181
[3761,] 0.8491782 0.5184181
[3762,] 0.8500059 0.5184181
[3763,] 0.8500059 0.5208354
[3764,] 0.8500059 0.5209293
[3765,] 0.8365851 0.5209293
[3766,] 0.8365851 0.5209293
[3767,] 0.8365851 0.5209293
[3768,] 0.8365851 0.5235479
[3769,] 0.8006783 0.5235479
[3770,] 0.8245658 0.5235479
[3771,] 0.8262480 0.5212233
[3772,] 0.8455528 0.5177441
[3773,] 0.8482432 0.5177441
[3774,] 0.8482432 0.5195017
[3775,] 0.8482432 0.5195017
[3776,] 0.8482432 0.5195017
[3777,] 0.8482432 0.5186915
[3778,] 0.8482432 0.5186915
[3779,] 0.8598171 0.5186915
[3780,] 0.8598171 0.5181452
[3781,] 0.8598171 0.5202870
[3782,] 0.8586775 0.5202870
[3783,] 0.8475298 0.5202870
[3784,] 0.8475298 0.5188766
[3785,] 0.8475298 0.5184280
[3786,] 0.8483416 0.5184280
[3787,] 0.8431881 0.5184280
[3788,] 0.8947032 0.5184280
[3789,] 0.8947032 0.5179761
[3790,] 0.8947032 0.5179761
[3791,] 0.8891291 0.5179761
[3792,] 0.8606605 0.5165429
[3793,] 0.8606605 0.5165748
[3794,] 0.8824452 0.5165748
[3795,] 0.8824452 0.5139990
[3796,] 0.8824452 0.5134324
[3797,] 0.8910744 0.5134324
[3798,] 0.9023819 0.5134324
[3799,] 0.9054370 0.5100011
[3800,] 0.9031942 0.5107056
[3801,] 0.9031942 0.5153554
[3802,] 0.9031942 0.5128877
[3803,] 0.9031942 0.5127038
[3804,] 0.9031942 0.5123547
[3805,] 0.9031942 0.5123547
[3806,] 0.9031942 0.5106094
[3807,] 0.9053745 0.5140814
[3808,] 0.8888097 0.5144769
[3809,] 0.8888097 0.5144769
[3810,] 0.9056455 0.5129509
[3811,] 0.8985446 0.5129509
[3812,] 0.9049838 0.5129509
[3813,] 0.8983109 0.5129509
[3814,] 0.9083149 0.5111079
[3815,] 0.9273604 0.5111079
[3816,] 0.9170192 0.5111079
[3817,] 0.9170192 0.5126705
[3818,] 0.9170192 0.5108377
[3819,] 0.9068394 0.5091584
[3820,] 0.9068394 0.5100741
[3821,] 0.9400801 0.5100741
[3822,] 0.9400801 0.5100741
[3823,] 0.9023094 0.5100741
[3824,] 0.9095075 0.5098003
[3825,] 0.9095075 0.5149241
[3826,] 0.9095075 0.5141969
[3827,] 0.8776015 0.5141969
[3828,] 0.8724078 0.5141969
[3829,] 0.9008780 0.5145448
[3830,] 0.8876192 0.5145448
[3831,] 0.9062607 0.5141220
[3832,] 0.9062607 0.5108926
[3833,] 0.9233353 0.5108926
[3834,] 0.9233353 0.5103036
[3835,] 0.9116180 0.5131803
[3836,] 0.8957666 0.5131803
[3837,] 0.8957666 0.5131803
[3838,] 0.9130458 0.5131300
[3839,] 0.9130458 0.5120531
[3840,] 0.9196774 0.5120531
[3841,] 0.9276477 0.5120531
[3842,] 0.8996676 0.5122272
[3843,] 0.8996676 0.5116769
[3844,] 0.9056436 0.5112927
[3845,] 0.9180955 0.5112927
[3846,] 0.9100250 0.5112927
[3847,] 0.9100250 0.5112927
[3848,] 0.9100250 0.5112927
[3849,] 0.9100250 0.5112927
[3850,] 0.9151767 0.5112927
[3851,] 0.9151767 0.5112927
[3852,] 0.9236097 0.5112927
[3853,] 0.9242624 0.5112927
[3854,] 0.9242624 0.5112927
[3855,] 0.9242624 0.5112927
[3856,] 0.9175162 0.5112927
[3857,] 0.9175162 0.5112927
[3858,] 0.9167989 0.5112927
[3859,] 0.9225288 0.5112103
[3860,] 0.9225288 0.5105619
[3861,] 0.9291231 0.5105619
[3862,] 0.9291231 0.5105619
[3863,] 0.9403023 0.5105619
[3864,] 0.9181362 0.5105619
[3865,] 0.9181362 0.5122999
[3866,] 0.9181362 0.5122999
[3867,] 0.9181362 0.5130447
[3868,] 0.9082604 0.5130447
[3869,] 0.9082604 0.5134536
[3870,] 0.9082604 0.5116314
[3871,] 0.9082604 0.5127100
[3872,] 0.9082604 0.5150517
[3873,] 0.9051908 0.5107464
[3874,] 0.9051908 0.5109990
[3875,] 0.8976032 0.5109990
[3876,] 0.9022996 0.5119609
[3877,] 0.9022996 0.5119609
[3878,] 0.9022996 0.5109379
[3879,] 0.9050769 0.5109379
[3880,] 0.9050769 0.5123319
[3881,] 0.9050769 0.5124861
[3882,] 0.9050769 0.5124861
[3883,] 0.9050769 0.5124861
[3884,] 0.9050769 0.5124861
[3885,] 0.9050769 0.5124861
[3886,] 0.8982500 0.5124861
[3887,] 0.8982500 0.5124861
[3888,] 0.8982500 0.5124861
[3889,] 0.8982500 0.5129524
[3890,] 0.9121145 0.5129524
[3891,] 0.8996994 0.5129524
[3892,] 0.8996994 0.5135788
[3893,] 0.9034216 0.5098649
[3894,] 0.9034216 0.5098649
[3895,] 0.9140118 0.5098649
[3896,] 0.9144051 0.5093662
[3897,] 0.9313499 0.5093662
[3898,] 0.9313499 0.5100255
[3899,] 0.9313499 0.5100255
[3900,] 0.9313499 0.5078605
[3901,] 0.9313499 0.5105534
[3902,] 0.9080431 0.5105534
[3903,] 0.9080431 0.5105534
[3904,] 0.9080431 0.5105534
[3905,] 0.9112746 0.5105089
[3906,] 0.9112746 0.5105089
[3907,] 0.9112746 0.5095187
[3908,] 0.9112746 0.5095187
[3909,] 0.9051393 0.5095187
[3910,] 0.9051393 0.5113073
[3911,] 0.9051393 0.5113073
[3912,] 0.9051393 0.5101665
[3913,] 0.9184892 0.5101665
[3914,] 0.9184892 0.5101665
[3915,] 0.9184892 0.5108028
[3916,] 0.9212517 0.5133942
[3917,] 0.9212517 0.5078336
[3918,] 0.9569432 0.5078336
[3919,] 0.9250692 0.5072878
[3920,] 0.9250692 0.5082099
[3921,] 0.9353200 0.5082099
[3922,] 0.9630555 0.5041156
[3923,] 0.9562263 0.5054211
[3924,] 0.9562263 0.5054211
[3925,] 0.9562263 0.5064645
[3926,] 0.9337301 0.5084601
[3927,] 0.9486987 0.5084601
[3928,] 0.9486987 0.5084601
[3929,] 0.9486987 0.5072233
[3930,] 0.9535204 0.5078911
[3931,] 0.9610265 0.5078911
[3932,] 0.9213866 0.5107313
[3933,] 0.9213866 0.5086130
[3934,] 0.9213866 0.5086130
[3935,] 0.9213866 0.5125545
[3936,] 0.9213866 0.5129792
[3937,] 0.9270838 0.5130632
[3938,] 0.9270838 0.5130632
[3939,] 0.9269389 0.5130632
[3940,] 0.9269389 0.5142426
[3941,] 0.9269389 0.5142426
[3942,] 0.8915321 0.5142426
[3943,] 0.8915321 0.5170887
[3944,] 0.8915321 0.5148561
[3945,] 0.8915321 0.5148561
[3946,] 0.9072307 0.5148561
[3947,] 0.9072307 0.5140760
[3948,] 0.9072307 0.5140760
[3949,] 0.9102704 0.5140760
[3950,] 0.9102704 0.5135121
[3951,] 0.8908480 0.5135121
[3952,] 0.9026856 0.5107324
[3953,] 0.9254012 0.5107324
[3954,] 0.9302708 0.5107324
[3955,] 0.9302708 0.5107324
[3956,] 0.9302708 0.5107324
[3957,] 0.9210979 0.5107324
[3958,] 0.9210979 0.5107324
[3959,] 0.9210979 0.5107324
[3960,] 0.9095607 0.5087894
[3961,] 0.9548462 0.5073405
[3962,] 0.9594818 0.5073405
[3963,] 0.9343748 0.5085059
[3964,] 0.9388372 0.5102331
[3965,] 0.9304556 0.5102331
[3966,] 0.9146227 0.5100342
[3967,] 0.9146227 0.5100342
[3968,] 0.9176685 0.5100342
[3969,] 0.9176685 0.5085767
[3970,] 0.9412875 0.5085767
[3971,] 0.9412875 0.5085767
[3972,] 0.9433762 0.5085767
[3973,] 0.9433762 0.5085767
[3974,] 0.9218757 0.5085767
[3975,] 0.9218757 0.5102139
[3976,] 0.9218757 0.5102139
[3977,] 0.9254491 0.5102139
[3978,] 0.9279072 0.5102139
[3979,] 0.9279072 0.5102139
[3980,] 0.9279072 0.5097704
[3981,] 0.9279072 0.5079120
[3982,] 0.9279072 0.5108502
[3983,] 0.8964173 0.5153657
[3984,] 0.9075241 0.5153657
[3985,] 0.9075241 0.5136592
[3986,] 0.8973434 0.5133340
[3987,] 0.8973434 0.5133340
[3988,] 0.9020481 0.5138642
[3989,] 0.9026965 0.5138642
[3990,] 0.9026965 0.5138642
[3991,] 0.8803801 0.5138642
[3992,] 0.8842118 0.5138642
[3993,] 0.8842118 0.5138642
[3994,] 0.9044264 0.5144390
[3995,] 0.9044264 0.5137947
[3996,] 0.9044264 0.5137947
[3997,] 0.9033515 0.5137947
[3998,] 0.9033515 0.5112867
[3999,] 0.9033515 0.5112867
[4000,] 0.9033515 0.5098423
[4001,] 0.9793774 0.5079965
[4002,] 0.9632004 0.5079965
[4003,] 0.9268852 0.5125595
[4004,] 0.9268852 0.5120932
[4005,] 0.9180123 0.5120932
[4006,] 0.9084554 0.5120932
[4007,] 0.9084554 0.5120932
[4008,] 0.9084554 0.5120932
[4009,] 0.9156927 0.5120932
[4010,] 0.9156927 0.5114572
[4011,] 0.9177921 0.5114572
[4012,] 0.9177921 0.5114572
[4013,] 0.9224025 0.5114572
[4014,] 0.9224025 0.5114572
[4015,] 0.9224025 0.5092510
[4016,] 0.9224025 0.5092510
[4017,] 0.9369680 0.5092510
[4018,] 0.9369680 0.5092510
[4019,] 0.9369680 0.5092510
[4020,] 0.9327097 0.5092510
[4021,] 0.9327097 0.5092510
[4022,] 0.9327097 0.5075069
[4023,] 0.9327097 0.5075069
[4024,] 0.9594102 0.5075069
[4025,] 0.9526627 0.5075069
[4026,] 0.9422411 0.5075069
[4027,] 0.9422411 0.5067403
[4028,] 0.9422411 0.5079130
[4029,] 0.9422411 0.5079130
[4030,] 0.9422411 0.5079130
[4031,] 0.9422411 0.5079130
[4032,] 0.9422411 0.5079251
[4033,] 0.9479433 0.5079251
[4034,] 0.9495368 0.5079251
[4035,] 0.9573461 0.5078986
[4036,] 0.9573461 0.5078986
[4037,] 0.9176872 0.5078986
[4038,] 0.9176872 0.5102585
[4039,] 0.9176872 0.5102585
[4040,] 0.9176872 0.5102585
[4041,] 0.9465447 0.5100151
[4042,] 0.9355689 0.5100151
[4043,] 0.9355689 0.5100151
[4044,] 0.9355689 0.5088422
[4045,] 0.9355689 0.5088422
[4046,] 0.9355689 0.5088422
[4047,] 0.9292616 0.5092274
[4048,] 0.9166352 0.5092274
[4049,] 0.9166352 0.5092274
[4050,] 0.9166352 0.5091296
[4051,] 0.9476031 0.5091296
[4052,] 0.9425781 0.5091296
[4053,] 0.9425781 0.5081096
[4054,] 0.9425781 0.5081096
[4055,] 0.9425781 0.5081096
[4056,] 0.9425781 0.5081096
[4057,] 0.9294550 0.5081096
[4058,] 0.9294550 0.5081096
[4059,] 0.9294550 0.5081096
[4060,] 0.9595932 0.5081096
[4061,] 0.9595932 0.5087094
[4062,] 0.9552954 0.5087094
[4063,] 0.9552954 0.5054496
[4064,] 0.9552954 0.5072240
[4065,] 0.9315869 0.5072240
[4066,] 0.9278845 0.5072240
[4067,] 0.9278845 0.5072240
[4068,] 0.9594456 0.5072240
[4069,] 0.9594456 0.5072240
[4070,] 0.9594456 0.5072240
[4071,] 0.9296060 0.5074143
[4072,] 0.9567669 0.5074143
[4073,] 0.9353054 0.5074143
[4074,] 0.9590560 0.5074143
[4075,] 0.9590560 0.5074143
[4076,] 0.9590560 0.5074143
[4077,] 0.9592243 0.5074143
[4078,] 0.9554239 0.5073022
[4079,] 0.9187355 0.5073022
[4080,] 0.9116377 0.5153811
[4081,] 0.9116377 0.5153811
[4082,] 0.8637619 0.5153811
[4083,] 0.8792028 0.5153811
[4084,] 0.8792028 0.5153811
[4085,] 0.8681785 0.5153811
[4086,] 0.8912374 0.5138538
[4087,] 0.8912374 0.5138538
[4088,] 0.8630222 0.5138538
[4089,] 0.8630222 0.5138538
[4090,] 0.8630222 0.5198581
[4091,] 0.8347352 0.5222150
[4092,] 0.8128840 0.5222150
[4093,] 0.8378951 0.5222150
[4094,] 0.8250985 0.5222150
[4095,] 0.8332604 0.5208190
[4096,] 0.8298291 0.5208190
[4097,] 0.8284430 0.5235673
[4098,] 0.8123614 0.5261404
[4099,] 0.8123614 0.5261404
[4100,] 0.8123614 0.5261404
[4101,] 0.8012343 0.5240854
[4102,] 0.8012343 0.5253706
[4103,] 0.8012343 0.5253706
[4104,] 0.8005907 0.5253706
[4105,] 0.8005907 0.5253706
[4106,] 0.8005907 0.5253706
[4107,] 0.8059132 0.5253706
[4108,] 0.8059132 0.5253706
[4109,] 0.8159753 0.5253706
[4110,] 0.8159753 0.5228345
[4111,] 0.8159753 0.5233777
[4112,] 0.8159753 0.5233777
[4113,] 0.8159753 0.5233777
[4114,] 0.8159753 0.5233777
[4115,] 0.8209859 0.5233777
[4116,] 0.8209859 0.5233777
[4117,] 0.8091800 0.5233777
[4118,] 0.8091800 0.5233777
[4119,] 0.8156294 0.5233777
[4120,] 0.8156294 0.5232088
[4121,] 0.8156294 0.5232088
[4122,] 0.8136165 0.5236411
[4123,] 0.8136165 0.5231974
[4124,] 0.8136165 0.5231974
[4125,] 0.8294491 0.5231974
[4126,] 0.8294491 0.5231974
[4127,] 0.8294491 0.5231974
[4128,] 0.8294491 0.5231974
[4129,] 0.8294491 0.5199640
[4130,] 0.8294491 0.5199640
[4131,] 0.8294491 0.5199640
[4132,] 0.8294491 0.5212640
[4133,] 0.8399791 0.5212640
[4134,] 0.8399791 0.5212640
[4135,] 0.8411115 0.5212640
[4136,] 0.8347881 0.5212640
[4137,] 0.8347881 0.5212640
[4138,] 0.8347881 0.5212640
[4139,] 0.8236164 0.5212640
[4140,] 0.8300016 0.5212640
[4141,] 0.8431342 0.5212640
[4142,] 0.8526356 0.5212640
[4143,] 0.8468045 0.5222038
[4144,] 0.8263005 0.5222038
[4145,] 0.8263005 0.5222038
[4146,] 0.8263005 0.5222038
[4147,] 0.8537582 0.5222038
[4148,] 0.8537582 0.5222038
[4149,] 0.8537582 0.5200063
[4150,] 0.8537582 0.5200063
[4151,] 0.8537582 0.5200063
[4152,] 0.8480383 0.5200063
[4153,] 0.8480383 0.5200063
[4154,] 0.8480383 0.5200063
[4155,] 0.8480383 0.5200063
[4156,] 0.8576996 0.5200063
[4157,] 0.8287497 0.5200063
[4158,] 0.8252397 0.5200063
[4159,] 0.8313559 0.5210544
[4160,] 0.8313559 0.5210544
[4161,] 0.8313559 0.5210544
[4162,] 0.8424305 0.5201336
[4163,] 0.8448599 0.5201336
[4164,] 0.8520851 0.5201336
[4165,] 0.8520851 0.5201336
[4166,] 0.8520851 0.5160580
[4167,] 0.8520851 0.5177158
[4168,] 0.8621485 0.5177158
[4169,] 0.8759283 0.5159168
[4170,] 0.8965285 0.5159168
[4171,] 0.8844557 0.5159168
[4172,] 0.8888463 0.5159168
[4173,] 0.8800766 0.5159168
[4174,] 0.8800766 0.5159168
[4175,] 0.8800766 0.5159168
[4176,] 0.8800766 0.5159168
[4177,] 0.8800766 0.5159168
[4178,] 0.8800766 0.5159168
[4179,] 0.8800766 0.5159168
[4180,] 0.8800766 0.5159168
[4181,] 0.8800766 0.5159168
[4182,] 0.8800766 0.5159168
[4183,] 0.8770859 0.5159168
[4184,] 0.8770859 0.5128599
[4185,] 0.8770859 0.5176120
[4186,] 0.8770859 0.5176120
[4187,] 0.8770859 0.5176120
[4188,] 0.8770859 0.5176120
[4189,] 0.8770859 0.5176120
[4190,] 0.8872664 0.5176120
[4191,] 0.8872664 0.5176120
[4192,] 0.8872664 0.5176120
[4193,] 0.8872664 0.5176120
[4194,] 0.8872664 0.5141169
[4195,] 0.8872664 0.5111242
[4196,] 0.9039666 0.5111242
[4197,] 0.9039666 0.5111242
[4198,] 0.9039666 0.5111242
[4199,] 0.9039666 0.5111242
[4200,] 0.9039666 0.5135122
[4201,] 0.9039666 0.5102340
[4202,] 0.9039666 0.5102363
[4203,] 0.8912750 0.5102363
[4204,] 0.8943904 0.5102363
[4205,] 0.9195565 0.5098558
[4206,] 0.9195565 0.5117180
[4207,] 0.9195565 0.5117180
[4208,] 0.9174401 0.5117180
[4209,] 0.9174401 0.5117180
[4210,] 0.9242343 0.5115219
[4211,] 0.9242343 0.5115219
[4212,] 0.9242343 0.5115219
[4213,] 0.9242343 0.5148884
[4214,] 0.9340538 0.5148884
[4215,] 0.8893921 0.5148884
[4216,] 0.8893921 0.5148884
[4217,] 0.8893921 0.5125151
[4218,] 0.8893921 0.5125151
[4219,] 0.9086216 0.5125151
[4220,] 0.9086216 0.5125151
[4221,] 0.9278106 0.5128991
[4222,] 0.9278106 0.5128991
[4223,] 0.9203531 0.5128991
[4224,] 0.9091575 0.5128991
[4225,] 0.9091575 0.5128991
[4226,] 0.9293573 0.5128991
[4227,] 0.9106310 0.5128991
[4228,] 0.9106310 0.5107238
[4229,] 0.9105069 0.5107238
[4230,] 0.9208040 0.5107238
[4231,] 0.9208040 0.5107238
[4232,] 0.9240644 0.5109977
[4233,] 0.9240644 0.5097626
[4234,] 0.9454901 0.5086987
[4235,] 0.9402619 0.5086987
[4236,] 0.9252345 0.5086987
[4237,] 0.9292952 0.5100182
[4238,] 0.9428285 0.5100182
[4239,] 0.9428285 0.5097343
[4240,] 0.9428285 0.5079442
[4241,] 0.9428285 0.5079442
[4242,] 0.9440974 0.5079442
[4243,] 0.9440974 0.5079442
[4244,] 0.9469896 0.5079442
[4245,] 0.9469896 0.5079442
[4246,] 0.9469896 0.5079442
[4247,] 0.9469896 0.5079442
[4248,] 0.9350986 0.5104958
[4249,] 0.9350986 0.5080039
[4250,] 0.9350986 0.5076858
[4251,] 0.9350986 0.5098382
[4252,] 0.9350986 0.5112470
[4253,] 0.9249931 0.5112470
[4254,] 0.9249931 0.5094136
[4255,] 0.9249931 0.5094136
[4256,] 0.9249931 0.5094136
[4257,] 0.9299962 0.5094136
[4258,] 0.9271686 0.5094136
[4259,] 0.9354170 0.5099340
[4260,] 0.9354170 0.5099340
[4261,] 0.9439054 0.5109362
[4262,] 0.9439054 0.5109362
[4263,] 0.9051835 0.5109362
[4264,] 0.9117789 0.5089939
[4265,] 0.9116890 0.5089939
[4266,] 0.9072357 0.5144117
[4267,] 0.8753236 0.5144117
[4268,] 0.8753236 0.5144117
[4269,] 0.8811563 0.5162723
[4270,] 0.8811563 0.5174653
[4271,] 0.8811563 0.5143347
[4272,] 0.9070804 0.5143347
[4273,] 0.8841842 0.5143347
[4274,] 0.8932395 0.5137006
[4275,] 0.9033011 0.5137006
[4276,] 0.9033011 0.5122432
[4277,] 0.9132764 0.5104353
[4278,] 0.9091343 0.5104353
[4279,] 0.9091343 0.5120300
[4280,] 0.9460910 0.5100107
[4281,] 0.9265252 0.5100107
[4282,] 0.9265252 0.5100107
[4283,] 0.9265252 0.5078888
[4284,] 0.9524502 0.5078888
[4285,] 0.9360534 0.5099406
[4286,] 0.9194933 0.5099406
[4287,] 0.9284877 0.5076129
[4288,] 0.9603695 0.5076129
[4289,] 0.9603695 0.5076129
[4290,] 0.9519474 0.5076129
[4291,] 0.9420955 0.5076129
[4292,] 0.9420955 0.5076129
[4293,] 0.9420955 0.5095952
[4294,] 0.9364872 0.5095952
[4295,] 0.9364872 0.5118761
[4296,] 0.8897863 0.5179363
[4297,] 0.8897863 0.5179363
[4298,] 0.8588514 0.5179363
[4299,] 0.8588514 0.5179363
[4300,] 0.8588514 0.5179363
[4301,] 0.8588514 0.5179363
[4302,] 0.8552810 0.5179363
[4303,] 0.8552810 0.5179363
[4304,] 0.8552810 0.5179363
[4305,] 0.8578532 0.5179363
[4306,] 0.8578532 0.5180080
[4307,] 0.8667253 0.5180080
[4308,] 0.8667253 0.5180080
[4309,] 0.8667253 0.5180080
[4310,] 0.8812815 0.5163745
[4311,] 0.8812815 0.5163745
[4312,] 0.8680237 0.5163745
[4313,] 0.8680237 0.5163745
[4314,] 0.8899168 0.5160611
[4315,] 0.8899168 0.5160611
[4316,] 0.8937982 0.5125529
[4317,] 0.8937982 0.5125529
[4318,] 0.9013073 0.5153776
[4319,] 0.9013073 0.5153776
[4320,] 0.9013073 0.5153776
[4321,] 0.8870222 0.5161982
[4322,] 0.8798346 0.5151066
[4323,] 0.8798346 0.5151066
[4324,] 0.8836511 0.5151066
[4325,] 0.8836511 0.5151066
[4326,] 0.8836511 0.5151066
[4327,] 0.9022011 0.5146029
[4328,] 0.9022011 0.5146029
[4329,] 0.9074680 0.5146029
[4330,] 0.9074680 0.5146029
[4331,] 0.9074680 0.5146029
[4332,] 0.9074680 0.5140901
[4333,] 0.9074680 0.5140901
[4334,] 0.9053175 0.5140901
[4335,] 0.9083165 0.5140901
[4336,] 0.9083165 0.5140901
[4337,] 0.9083165 0.5145435
[4338,] 0.9083165 0.5145435
[4339,] 0.8981234 0.5145435
[4340,] 0.8981234 0.5145435
[4341,] 0.8981234 0.5145563
[4342,] 0.8910687 0.5130938
[4343,] 0.9084807 0.5130938
[4344,] 0.9083918 0.5130938
[4345,] 0.9083918 0.5130938
[4346,] 0.9083918 0.5130938
[4347,] 0.8891592 0.5130938
[4348,] 0.9053747 0.5130938
[4349,] 0.9053747 0.5130938
[4350,] 0.9053747 0.5130938
[4351,] 0.9053747 0.5130938
[4352,] 0.9053747 0.5124357
[4353,] 0.9053747 0.5124357
[4354,] 0.9053747 0.5124357
[4355,] 0.9053747 0.5106220
[4356,] 0.9250169 0.5106220
[4357,] 0.9155735 0.5106220
[4358,] 0.9455910 0.5106220
[4359,] 0.9251362 0.5106220
[4360,] 0.9251362 0.5106080
[4361,] 0.9251362 0.5106080
[4362,] 0.9251362 0.5119799
[4363,] 0.9251362 0.5119799
[4364,] 0.9251362 0.5119799
[4365,] 0.8968658 0.5119799
[4366,] 0.8968658 0.5119799
[4367,] 0.8968658 0.5154424
[4368,] 0.8922248 0.5108891
[4369,] 0.9003481 0.5141771
[4370,] 0.9003481 0.5141771
[4371,] 0.9080538 0.5110757
[4372,] 0.9053137 0.5110757
[4373,] 0.9053137 0.5130605
[4374,] 0.8990249 0.5130605
[4375,] 0.8990249 0.5130605
[4376,] 0.8990249 0.5130605
[4377,] 0.8990249 0.5130605
[4378,] 0.8990249 0.5130605
[4379,] 0.8842791 0.5130605
[4380,] 0.8815172 0.5130605
[4381,] 0.9042623 0.5162133
[4382,] 0.9042623 0.5135525
[4383,] 0.9042623 0.5119255
[4384,] 0.8790352 0.5123885
[4385,] 0.8943221 0.5123885
[4386,] 0.8943221 0.5123885
[4387,] 0.9117721 0.5123885
[4388,] 0.9117721 0.5123885
[4389,] 0.9294489 0.5108102
[4390,] 0.9294489 0.5117249
[4391,] 0.9294489 0.5117249
[4392,] 0.9273669 0.5082395
[4393,] 0.9273669 0.5082395
[4394,] 0.9273669 0.5082395
[4395,] 0.9273669 0.5082395
[4396,] 0.9273669 0.5082395
[4397,] 0.9525447 0.5082395
[4398,] 0.9329463 0.5082395
[4399,] 0.9329463 0.5082395
[4400,] 0.9329463 0.5082395
[4401,] 0.9329463 0.5068584
[4402,] 0.9329463 0.5068584
[4403,] 0.9151824 0.5091647
[4404,] 0.9151824 0.5091647
[4405,] 0.9280337 0.5091647
[4406,] 0.9281931 0.5091647
[4407,] 0.9350591 0.5091647
[4408,] 0.9547496 0.5091647
[4409,] 0.9547496 0.5052505
[4410,] 0.9547496 0.5081977
[4411,] 0.9547496 0.5083070
[4412,] 0.9547496 0.5083070
[4413,] 0.9451529 0.5114716
[4414,] 0.9451529 0.5114716
[4415,] 0.9285540 0.5119358
[4416,] 0.8929643 0.5101989
[4417,] 0.9199045 0.5101989
[4418,] 0.9204592 0.5101989
[4419,] 0.9015058 0.5096510
[4420,] 0.9015058 0.5096510
[4421,] 0.9441937 0.5103117
[4422,] 0.9146487 0.5103117
[4423,] 0.9034539 0.5128295
[4424,] 0.9031417 0.5128295
[4425,] 0.9031417 0.5128295
[4426,] 0.8874606 0.5128295
[4427,] 0.8874606 0.5140840
[4428,] 0.9111931 0.5136858
[4429,] 0.9111931 0.5136858
[4430,] 0.9111931 0.5136858
[4431,] 0.9111931 0.5103233
[4432,] 0.9111931 0.5120275
[4433,] 0.9111931 0.5117447
[4434,] 0.9111931 0.5117447
[4435,] 0.9111931 0.5117447
[4436,] 0.9111931 0.5110277
[4437,] 0.9111931 0.5110277
[4438,] 0.9111931 0.5110277
[4439,] 0.8984886 0.5160919
[4440,] 0.8984886 0.5160919
[4441,] 0.8984886 0.5152061
[4442,] 0.9018698 0.5134680
[4443,] 0.9213706 0.5134680
[4444,] 0.8948469 0.5134680
[4445,] 0.9135105 0.5129102
[4446,] 0.9055908 0.5126124
[4447,] 0.9055908 0.5115500
[4448,] 0.9055908 0.5115500
[4449,] 0.9055908 0.5109911
[4450,] 0.9056209 0.5094401
[4451,] 0.9405337 0.5094401
[4452,] 0.9405337 0.5068917
[4453,] 0.9405337 0.5068917
[4454,] 0.9405337 0.5068917
[4455,] 0.9323881 0.5068917
[4456,] 0.9323881 0.5116366
[4457,] 0.9057188 0.5125649
[4458,] 0.9055043 0.5125649
[4459,] 0.9055043 0.5125649
[4460,] 0.9015862 0.5125649
[4461,] 0.9015862 0.5125649
[4462,] 0.9015862 0.5125649
[4463,] 0.9260727 0.5125649
[4464,] 0.9088346 0.5125649
[4465,] 0.8894181 0.5125649
[4466,] 0.8894181 0.5162416
[4467,] 0.8869791 0.5162416
[4468,] 0.8753673 0.5162416
[4469,] 0.8736729 0.5162416
[4470,] 0.8736729 0.5162416
[4471,] 0.8736729 0.5162416
[4472,] 0.8736729 0.5162416
[4473,] 0.9041803 0.5162416
[4474,] 0.9041803 0.5162416
[4475,] 0.9022130 0.5162416
[4476,] 0.9022130 0.5162416
[4477,] 0.9089734 0.5162416
[4478,] 0.9089734 0.5142315
[4479,] 0.9089734 0.5142930
[4480,] 0.9089734 0.5142930
[4481,] 0.9089734 0.5142930
[4482,] 0.9067092 0.5142930
[4483,] 0.9067092 0.5110990
[4484,] 0.9055802 0.5110990
[4485,] 0.8995306 0.5107390
[4486,] 0.9418684 0.5094477
[4487,] 0.9472724 0.5094477
[4488,] 0.9472724 0.5098963
[4489,] 0.9472724 0.5058451
[4490,] 0.9472724 0.5058451
[4491,] 0.9689875 0.5081954
[4492,] 0.9689875 0.5081954
[4493,] 0.9689875 0.5042552
[4494,] 0.9689875 0.5042552
[4495,] 0.9689875 0.5042552
[4496,] 0.9618359 0.5072673
[4497,] 0.9618359 0.5064138
[4498,] 0.9618359 0.5064138
[4499,] 0.9610902 0.5064138
[4500,] 0.9610902 0.5078619
[4501,] 0.9610902 0.5078619
[4502,] 0.9610902 0.5078619
[4503,] 0.9610902 0.5078619
[4504,] 0.9610902 0.5076802
[4505,] 0.9610902 0.5076802
[4506,] 0.9429434 0.5072608
[4507,] 0.9599844 0.5074751
[4508,] 0.9599844 0.5074751
[4509,] 0.9506817 0.5083535
[4510,] 0.9506817 0.5083535
[4511,] 0.9506817 0.5083535
[4512,] 0.9506817 0.5083535
[4513,] 0.9404991 0.5098908
[4514,] 0.9204189 0.5098908
[4515,] 0.9335812 0.5078454
[4516,] 0.9432420 0.5078454
[4517,] 0.9517043 0.5078454
[4518,] 0.9517043 0.5078454
[4519,] 0.9517043 0.5078454
[4520,] 0.9517043 0.5088113
[4521,] 0.9209400 0.5088113
[4522,] 0.9209400 0.5088113
[4523,] 0.9138650 0.5140306
[4524,] 0.9070384 0.5140306
[4525,] 0.9080812 0.5140306
[4526,] 0.9080812 0.5153069
[4527,] 0.9080812 0.5153069
[4528,] 0.8852288 0.5153069
[4529,] 0.8852288 0.5160400
[4530,] 0.8757979 0.5155489
[4531,] 0.8965810 0.5155489
[4532,] 0.8965810 0.5155489
[4533,] 0.8829662 0.5163462
[4534,] 0.8829662 0.5163462
[4535,] 0.8855854 0.5163462
[4536,] 0.8855854 0.5141984
[4537,] 0.8855854 0.5141984
[4538,] 0.8855854 0.5141984
[4539,] 0.8855854 0.5141984
[4540,] 0.8954272 0.5141984
[4541,] 0.8939217 0.5141984
[4542,] 0.8939217 0.5141984
[4543,] 0.8939217 0.5124908
[4544,] 0.8920603 0.5124908
[4545,] 0.8920603 0.5156419
[4546,] 0.8633103 0.5156419
[4547,] 0.8633103 0.5156419
[4548,] 0.8633103 0.5187829
[4549,] 0.8633103 0.5187829
[4550,] 0.8633103 0.5187829
[4551,] 0.8633103 0.5187829
[4552,] 0.8453849 0.5166988
[4553,] 0.8771872 0.5166988
[4554,] 0.8771872 0.5166988
[4555,] 0.8771872 0.5155834
[4556,] 0.8771872 0.5155834
[4557,] 0.8771872 0.5155834
[4558,] 0.8708498 0.5178384
[4559,] 0.8617905 0.5178384
[4560,] 0.8800223 0.5127725
[4561,] 0.8800223 0.5127725
[4562,] 0.8800223 0.5127725
[4563,] 0.8800223 0.5195675
[4564,] 0.8513115 0.5195675
[4565,] 0.8513115 0.5195675
[4566,] 0.8513115 0.5195675
[4567,] 0.8525064 0.5195675
[4568,] 0.8525064 0.5195675
[4569,] 0.8632473 0.5178092
[4570,] 0.8494971 0.5182018
[4571,] 0.8643880 0.5185244
[4572,] 0.8436212 0.5185244
[4573,] 0.8436212 0.5189436
[4574,] 0.8436212 0.5189436
[4575,] 0.8647138 0.5189436
[4576,] 0.8384244 0.5189436
[4577,] 0.8384244 0.5189436
[4578,] 0.8575084 0.5189436
[4579,] 0.8575084 0.5189436
[4580,] 0.8575084 0.5189436
[4581,] 0.8575084 0.5186918
[4582,] 0.8575084 0.5186918
[4583,] 0.8575084 0.5186918
[4584,] 0.8575084 0.5186918
[4585,] 0.8575084 0.5189319
[4586,] 0.8679859 0.5153854
[4587,] 0.8977819 0.5153854
[4588,] 0.8933036 0.5153854
[4589,] 0.8917202 0.5105539
[4590,] 0.9252424 0.5105539
[4591,] 0.9269691 0.5105539
[4592,] 0.9117313 0.5105539
[4593,] 0.9117313 0.5098537
[4594,] 0.9400789 0.5079839
[4595,] 0.9256699 0.5077740
[4596,] 0.9198579 0.5108201
[4597,] 0.9221631 0.5108201
[4598,] 0.9221631 0.5108201
[4599,] 0.9221631 0.5111375
[4600,] 0.9318729 0.5111375
[4601,] 0.9318729 0.5079652
[4602,] 0.9399620 0.5080138
[4603,] 0.9326226 0.5104087
[4604,] 0.9211078 0.5104087
[4605,] 0.9377904 0.5089878
[4606,] 0.9377904 0.5094803
[4607,] 0.9377904 0.5098870
[4608,] 0.9377904 0.5098870
[4609,] 0.9179061 0.5098870
[4610,] 0.9236149 0.5082719
[4611,] 0.9296883 0.5082719
[4612,] 0.9296883 0.5091604
[4613,] 0.9296883 0.5111974
[4614,] 0.9296883 0.5070587
[4615,] 0.9619598 0.5070587
[4616,] 0.9619598 0.5070587
[4617,] 0.9619598 0.5070587
[4618,] 0.9619598 0.5069896
[4619,] 0.9619598 0.5069896
[4620,] 0.9347615 0.5077102
[4621,] 0.9347615 0.5077102
[4622,] 0.9338572 0.5077102
[4623,] 0.9609614 0.5077102
[4624,] 0.9518028 0.5051258
[4625,] 0.9640405 0.5072445
[4626,] 0.9640405 0.5077677
[4627,] 0.9640405 0.5057873
[4628,] 0.9553111 0.5080396
[4629,] 0.9553111 0.5060897
[4630,] 0.9553111 0.5054129
[4631,] 0.9553111 0.5050314
[4632,] 0.9690506 0.5050314
[4633,] 0.9694073 0.5053784
[4634,] 0.9694073 0.5053784
[4635,] 0.9694073 0.5079135
[4636,] 0.9744583 0.5041708
[4637,] 0.9744583 0.5041708
[4638,] 0.9780266 0.5041708
[4639,] 0.9897202 0.5014044
[4640,] 0.9897202 0.5016742
[4641,] 0.9870442 0.5016742
[4642,] 0.9870442 0.5034031
[4643,] 0.9836163 0.5034031
[4644,] 0.9836163 0.5034031
[4645,] 0.9835828 0.5034031
[4646,] 0.9835828 0.5034031
[4647,] 0.9793457 0.5034031
[4648,] 0.9793457 0.5034031
[4649,] 0.9793457 0.5034031
[4650,] 0.9793457 0.5011833
[4651,] 0.9793457 0.5011833
[4652,] 0.9861666 0.5006727
[4653,] 0.9861666 0.5006727
[4654,] 0.9861666 0.5001478
[4655,] 0.9918898 0.5023697
[4656,] 0.9918898 0.5023697
[4657,] 0.9918898 0.5023697
[4658,] 0.9918898 0.5020935
[4659,] 0.9745880 0.5002636
[4660,] 0.9745880 0.5002636
[4661,] 1.0263508 0.5002636
[4662,] 0.9993769 0.5002636
[4663,] 0.9996752 0.5019868
[4664,] 0.9996752 0.5019868
[4665,] 0.9767660 0.5019868
[4666,] 0.9767660 0.5019868
[4667,] 0.9767660 0.5046657
[4668,] 0.9787509 0.5045393
[4669,] 0.9787509 0.5045393
[4670,] 0.9787509 0.5045393
[4671,] 0.9580379 0.5045393
[4672,] 0.9580379 0.5045393
[4673,] 0.9632627 0.5045393
[4674,] 0.9797405 0.5045393
[4675,] 0.9690780 0.5045393
[4676,] 0.9690780 0.5045393
[4677,] 0.9690780 0.5045393
[4678,] 0.9690780 0.5010387
[4679,] 0.9690780 0.5010387
[4680,] 1.0015757 0.5010387
[4681,] 1.0015757 0.5010387
[4682,] 1.0057083 0.5006908
[4683,] 1.0057083 0.5022894
[4684,] 0.9652811 0.5024411
[4685,] 0.9741431 0.5024411
[4686,] 0.9741431 0.5024411
[4687,] 0.9706783 0.5053024
[4688,] 0.9706783 0.5053024
[4689,] 1.0019910 0.5043897
[4690,] 1.0004389 0.5043897
[4691,] 0.9489502 0.5034020
[4692,] 0.9925539 0.5034020
[4693,] 0.9925539 0.5031733
[4694,] 0.9882845 0.5031733
[4695,] 0.9687356 0.5031733
[4696,] 0.9687356 0.5031951
[4697,] 0.9945032 0.5031951
[4698,] 0.9765653 0.5031951
[4699,] 0.9765653 0.5031951
[4700,] 0.9765653 0.5037442
[4701,] 0.9765653 0.5037442
[4702,] 0.9765653 0.5037442
[4703,] 0.9765653 0.5029295
[4704,] 0.9765653 0.5029295
[4705,] 0.9765653 0.5029295
[4706,] 0.9751664 0.5029295
[4707,] 0.9751664 0.5015760
[4708,] 0.9958946 0.5015760
[4709,] 0.9958946 0.5015760
[4710,] 0.9930291 0.5015760
[4711,] 0.9930291 0.5021939
[4712,] 0.9930291 0.5006029
[4713,] 0.9930291 0.5006029
[4714,] 1.0062733 0.5009170
[4715,] 1.0062733 0.4974832
[4716,] 1.0046028 0.4988028
[4717,] 1.0046028 0.4988028
[4718,] 1.0046028 0.4988028
[4719,] 1.0274088 0.4988028
[4720,] 1.0250922 0.4988028
[4721,] 1.0250922 0.4988028
[4722,] 1.0250922 0.4955203
[4723,] 1.0376988 0.4955203
[4724,] 1.0328554 0.4955203
[4725,] 1.0328554 0.4953003
[4726,] 1.0328554 0.4953003
[4727,] 1.0328554 0.4953003
[4728,] 1.0328554 0.4964414
[4729,] 1.0328554 0.4964414
[4730,] 1.0328554 0.4964414
[4731,] 1.0183185 0.4956179
[4732,] 1.0183185 0.4975939
[4733,] 1.0183185 0.4988191
[4734,] 1.0069944 0.4990176
[4735,] 1.0070585 0.4990176
[4736,] 1.0070585 0.4995910
[4737,] 1.0070585 0.4995910
[4738,] 1.0070585 0.4995910
[4739,] 1.0070585 0.4995910
[4740,] 1.0037446 0.5039418
[4741,] 0.9904402 0.5039418
[4742,] 0.9904402 0.5039418
[4743,] 0.9904402 0.5006250
[4744,] 0.9904402 0.5023100
[4745,] 0.9981797 0.5023100
[4746,] 0.9708017 0.5023100
[4747,] 0.9708017 0.5023100
[4748,] 0.9708017 0.5033612
[4749,] 0.9672133 0.5045572
[4750,] 0.9672133 0.5045572
[4751,] 0.9672133 0.5045572
[4752,] 0.9672133 0.5067516
[4753,] 0.9672133 0.5049663
[4754,] 0.9854038 0.5044141
[4755,] 0.9709382 0.5059012
[4756,] 0.9709382 0.5070921
[4757,] 0.9709382 0.5070921
[4758,] 0.9682380 0.5016122
[4759,] 0.9682380 0.5016122
[4760,] 0.9682380 0.5016122
[4761,] 0.9682380 0.5016122
[4762,] 0.9682380 0.5025321
[4763,] 0.9623179 0.5025321
[4764,] 0.9957378 0.5025321
[4765,] 0.9957378 0.5025321
[4766,] 0.9957378 0.5025321
[4767,] 0.9957378 0.5025321
[4768,] 0.9783235 0.5025321
[4769,] 0.9783235 0.5025321
[4770,] 0.9783235 0.5021379
[4771,] 0.9783235 0.5038193
[4772,] 0.9783235 0.5056715
[4773,] 0.9783235 0.5056715
[4774,] 0.9507668 0.5090859
[4775,] 0.9507668 0.5090192
[4776,] 0.9297312 0.5090192
[4777,] 0.9235546 0.5090192
[4778,] 0.9235546 0.5089023
[4779,] 0.9365814 0.5089023
[4780,] 0.9365814 0.5101087
[4781,] 0.9411102 0.5073331
[4782,] 0.9411102 0.5073331
[4783,] 0.9411102 0.5073331
[4784,] 0.9577527 0.5077546
[4785,] 0.9449211 0.5078654
[4786,] 0.9449211 0.5078654
[4787,] 0.9449211 0.5078654
[4788,] 0.9449211 0.5078654
[4789,] 0.9449211 0.5078654
[4790,] 0.9449211 0.5078654
[4791,] 0.9270250 0.5078654
[4792,] 0.9270250 0.5078654
[4793,] 0.9270250 0.5074106
[4794,] 0.9663257 0.5044517
[4795,] 0.9663257 0.5044517
[4796,] 0.9663257 0.5020953
[4797,] 0.9719239 0.5020953
[4798,] 0.9866227 0.5023531
[4799,] 0.9866227 0.5023531
[4800,] 0.9799439 0.5023531
[4801,] 0.9712596 0.5023531
[4802,] 0.9646847 0.5023531
[4803,] 0.9646847 0.5023531
[4804,] 0.9719020 0.5023531
[4805,] 0.9735703 0.5048019
[4806,] 0.9735703 0.5048019
[4807,] 0.9631476 0.5048019
[4808,] 0.9631476 0.5048019
[4809,] 0.9631476 0.5048019
[4810,] 0.9631476 0.5033344
[4811,] 0.9807537 0.5034795
[4812,] 0.9969381 0.5034795
[4813,] 0.9969381 0.5034795
[4814,] 0.9665228 0.5034795
[4815,] 0.9665228 0.5064434
[4816,] 0.9386288 0.5077068
[4817,] 0.9386288 0.5083842
[4818,] 0.9249934 0.5083842
[4819,] 0.9249934 0.5126098
[4820,] 0.9145456 0.5103056
[4821,] 0.9311502 0.5053030
[4822,] 0.9311502 0.5053030
[4823,] 0.9311502 0.5061943
[4824,] 0.9311502 0.5061943
[4825,] 0.9214192 0.5061943
[4826,] 0.9214192 0.5082636
[4827,] 0.9500411 0.5060602
[4828,] 0.9500411 0.5060602
[4829,] 0.9477554 0.5082821
[4830,] 0.9571194 0.5058669
[4831,] 0.9571194 0.5061553
[4832,] 0.9520966 0.5061553
[4833,] 0.9520966 0.5061553
[4834,] 0.9520966 0.5061553
[4835,] 0.9572433 0.5061553
[4836,] 0.9572433 0.5061553
[4837,] 0.9572433 0.5061553
[4838,] 0.9346745 0.5061553
[4839,] 0.9563372 0.5069233
[4840,] 0.9382860 0.5069233
[4841,] 0.9382860 0.5069233
[4842,] 0.9382860 0.5069233
[4843,] 0.9382860 0.5069233
[4844,] 0.9504550 0.5064857
[4845,] 0.9357677 0.5064857
[4846,] 0.9363231 0.5075972
[4847,] 0.9363231 0.5075972
[4848,] 0.9491658 0.5075972
[4849,] 0.9186232 0.5075972
[4850,] 0.9186232 0.5109809
[4851,] 0.9186232 0.5096041
[4852,] 0.9212369 0.5096041
[4853,] 0.9212369 0.5096041
[4854,] 0.9212369 0.5096041
[4855,] 0.9212369 0.5083455
[4856,] 0.9480999 0.5083455
[4857,] 0.9298881 0.5083455
[4858,] 0.9303334 0.5083455
[4859,] 0.9303334 0.5083455
[4860,] 0.9303334 0.5083455
[4861,] 0.9359968 0.5083455
[4862,] 0.9359968 0.5083455
[4863,] 0.9353881 0.5083455
[4864,] 0.9365418 0.5083455
[4865,] 0.9365418 0.5082468
[4866,] 0.9282681 0.5082468
[4867,] 0.9329790 0.5082468
[4868,] 0.9312780 0.5076382
[4869,] 0.9312780 0.5076382
[4870,] 0.9312780 0.5106763
[4871,] 0.9312780 0.5106763
[4872,] 0.9312780 0.5085866
[4873,] 0.9312780 0.5059604
[4874,] 0.9312780 0.5094235
[4875,] 0.9171181 0.5105021
[4876,] 0.9171181 0.5105021
[4877,] 0.9171181 0.5105021
[4878,] 0.9047867 0.5105021
[4879,] 0.9047867 0.5105021
[4880,] 0.9206705 0.5105021
[4881,] 0.9184159 0.5105021
[4882,] 0.9184159 0.5105021
[4883,] 0.8902106 0.5151818
[4884,] 0.8735124 0.5148534
[4885,] 0.8735124 0.5148534
[4886,] 0.9085971 0.5106898
[4887,] 0.9085971 0.5126556
[4888,] 0.9085971 0.5112564
[4889,] 0.9190305 0.5112564
[4890,] 0.9190305 0.5112564
[4891,] 0.9190305 0.5127407
[4892,] 0.9190305 0.5132291
[4893,] 0.9214739 0.5132291
[4894,] 0.8996190 0.5136247
[4895,] 0.8996190 0.5136247
[4896,] 0.8996190 0.5136247
[4897,] 0.9002019 0.5145115
[4898,] 0.8724640 0.5146744
[4899,] 0.8724640 0.5146744
[4900,] 0.9062028 0.5136182
[4901,] 0.9062028 0.5096059
[4902,] 0.9062028 0.5131715
[4903,] 0.9269330 0.5085918
[4904,] 0.9269330 0.5085918
[4905,] 0.9489999 0.5100768
[4906,] 0.9489999 0.5100768
[4907,] 0.9489999 0.5100768
[4908,] 0.9422599 0.5104233
[4909,] 0.9220373 0.5107954
[4910,] 0.9220373 0.5107954
[4911,] 0.9142470 0.5107954
[4912,] 0.9142470 0.5107954
[4913,] 0.9147476 0.5107954
[4914,] 0.9147476 0.5117844
[4915,] 0.9147476 0.5117844
[4916,] 0.8981450 0.5117844
[4917,] 0.9061719 0.5117844
[4918,] 0.9061719 0.5135507
[4919,] 0.8996029 0.5126711
[4920,] 0.8996029 0.5126711
[4921,] 0.8996029 0.5126711
[4922,] 0.8996029 0.5126711
[4923,] 0.8954714 0.5155788
[4924,] 0.8991168 0.5155788
[4925,] 0.8829918 0.5154089
[4926,] 0.8829918 0.5171748
[4927,] 0.8829918 0.5161916
[4928,] 0.8715366 0.5161916
[4929,] 0.8738238 0.5177843
[4930,] 0.8738238 0.5177843
[4931,] 0.8601757 0.5177843
[4932,] 0.8601757 0.5176847
[4933,] 0.8601757 0.5185332
[4934,] 0.8601757 0.5185332
[4935,] 0.8494252 0.5181370
[4936,] 0.8494252 0.5181370
[4937,] 0.8494252 0.5181370
[4938,] 0.8444401 0.5181370
[4939,] 0.8444401 0.5169499
[4940,] 0.9055387 0.5116149
[4941,] 0.9055387 0.5116149
[4942,] 0.9055387 0.5116149
[4943,] 0.9160413 0.5116149
[4944,] 0.8946623 0.5142885
[4945,] 0.8946623 0.5123220
[4946,] 0.9202457 0.5119893
[4947,] 0.9202457 0.5119893
[4948,] 0.9187460 0.5075845
[4949,] 0.9187460 0.5075845
[4950,] 0.9187460 0.5126312
[4951,] 0.9187460 0.5107605
[4952,] 0.9187460 0.5104305
[4953,] 0.9187460 0.5104305
[4954,] 0.9187460 0.5104305
[4955,] 0.9187460 0.5104305
[4956,] 0.9187460 0.5149267
[4957,] 0.9187460 0.5083871
[4958,] 0.9187460 0.5105165
[4959,] 0.9187460 0.5105165
[4960,] 0.9218606 0.5105165
[4961,] 0.9218606 0.5105165
[4962,] 0.9218606 0.5118509
[4963,] 0.9218606 0.5084650
[4964,] 0.9641009 0.5047600
[4965,] 0.9761809 0.5038889
[4966,] 0.9644502 0.5038889
[4967,] 0.9644502 0.5038889
[4968,] 0.9644502 0.5071513
[4969,] 0.9644977 0.5071513
[4970,] 0.9644977 0.5071513
[4971,] 0.9498300 0.5071513
[4972,] 0.9498300 0.5048023
[4973,] 0.9498300 0.5090332
[4974,] 0.9564997 0.5076424
[4975,] 0.9564997 0.5076424
[4976,] 0.9585130 0.5057822
[4977,] 0.9585130 0.5042874
[4978,] 0.9591510 0.5042874
[4979,] 0.9591510 0.5042874
[4980,] 0.9591510 0.5064173
[4981,] 0.9599409 0.5067787
[4982,] 0.9599409 0.5067787
[4983,] 0.9334085 0.5109296
[4984,] 0.9334085 0.5098914
[4985,] 0.9142752 0.5098914
[4986,] 0.9366154 0.5086385
[4987,] 0.9366154 0.5086385
[4988,] 0.9366154 0.5073028
[4989,] 0.9338053 0.5101948
[4990,] 0.9313332 0.5082887
[4991,] 0.9313332 0.5082887
[4992,] 0.9484645 0.5082887
[4993,] 0.9484645 0.5082887
[4994,] 0.9484645 0.5082887
[4995,] 0.9464156 0.5082887
[4996,] 0.9464156 0.5082887
[4997,] 0.9437651 0.5082887
[4998,] 0.9437651 0.5082887
[4999,] 0.9179887 0.5082887
[5000,] 0.9491880 0.5082887
[5001,] 0.9306704 0.5082887
[5002,] 0.9303702 0.5082887
[5003,] 0.9376060 0.5092604
[5004,] 0.9469742 0.5092604
[5005,] 0.9469742 0.5083272
[5006,] 0.9309593 0.5083272
[5007,] 0.9309593 0.5123299
[5008,] 0.9309593 0.5096975
[5009,] 0.9427769 0.5058262
[5010,] 0.9427769 0.5058262
[5011,] 0.9427769 0.5060473
[5012,] 0.9554370 0.5049808
[5013,] 0.9554370 0.5051604
[5014,] 0.9554370 0.5051604
[5015,] 0.9554370 0.5068496
[5016,] 0.9554370 0.5076954
[5017,] 0.9554370 0.5076954
[5018,] 0.9554370 0.5076954
[5019,] 0.9554370 0.5076954
[5020,] 0.9521787 0.5076954
[5021,] 0.9521787 0.5044045
[5022,] 0.9521787 0.5073877
[5023,] 0.9521787 0.5062958
[5024,] 0.9521787 0.5062958
[5025,] 0.9617206 0.5074605
[5026,] 0.9617206 0.5063234
[5027,] 0.9617206 0.5063234
[5028,] 0.9617206 0.5063234
[5029,] 0.9617206 0.5063234
[5030,] 0.9617206 0.5035080
[5031,] 0.9541844 0.5048141
[5032,] 0.9541844 0.5048141
[5033,] 0.9661166 0.5048141
[5034,] 0.9661166 0.5048141
[5035,] 0.9661166 0.5048141
[5036,] 0.9851771 0.5038091
[5037,] 0.9851771 0.5031996
[5038,] 0.9851771 0.5025640
[5039,] 0.9851771 0.5025640
[5040,] 0.9851771 0.5025640
[5041,] 0.9851771 0.5025640
[5042,] 0.9851771 0.5031554
[5043,] 0.9851771 0.5026542
[5044,] 0.9641107 0.5063418
[5045,] 0.9641107 0.5063418
[5046,] 0.9764563 0.5063418
[5047,] 0.9764563 0.5022504
[5048,] 0.9764563 0.5022504
[5049,] 0.9764563 0.5026975
[5050,] 0.9764563 0.5026975
[5051,] 0.9764563 0.5026975
[5052,] 0.9780210 0.5026975
[5053,] 0.9780210 0.5026975
[5054,] 0.9654029 0.5026975
[5055,] 0.9853670 0.5026975
[5056,] 1.0053183 0.4976461
[5057,] 1.0167253 0.4994514
[5058,] 1.0167253 0.4977952
[5059,] 1.0167253 0.4970252
[5060,] 1.0167253 0.4984140
[5061,] 1.0209854 0.4954699
[5062,] 1.0209854 0.4942098
[5063,] 1.0573063 0.4942098
[5064,] 1.0573063 0.4914344
[5065,] 1.0757879 0.4919128
[5066,] 1.0719496 0.4935648
[5067,] 1.0719496 0.4935648
[5068,] 1.0734362 0.4935648
[5069,] 1.0228196 0.4935648
[5070,] 1.0228196 0.4991544
[5071,] 1.0228196 0.4991544
[5072,] 1.0261248 0.4991544
[5073,] 1.0261248 0.4997031
[5074,] 1.0261248 0.4997031
[5075,] 1.0261248 0.4997031
[5076,] 1.0261248 0.4993623
[5077,] 1.0261248 0.4982719
[5078,] 0.9990265 0.4982719
[5079,] 0.9990265 0.5000424
[5080,] 0.9990265 0.5000424
[5081,] 0.9996013 0.5010216
[5082,] 0.9996013 0.5010216
[5083,] 0.9996013 0.5010216
[5084,] 0.9978321 0.5010216
[5085,] 0.9978321 0.5010216
[5086,] 0.9978321 0.4993996
[5087,] 0.9978321 0.4993996
[5088,] 0.9978321 0.4993996
[5089,] 1.0146804 0.5001058
[5090,] 1.0146804 0.5004406
[5091,] 1.0078331 0.5004406
[5092,] 0.9968187 0.4989427
[5093,] 1.0018073 0.4989427
[5094,] 1.0008438 0.4989427
[5095,] 1.0014222 0.4989427
[5096,] 1.0014222 0.4999650
[5097,] 1.0014222 0.4993811
[5098,] 1.0014222 0.4993811
[5099,] 1.0014222 0.5008482
[5100,] 1.0253359 0.5008482
[5101,] 1.0253359 0.5008482
[5102,] 1.0253359 0.5008482
[5103,] 1.0090160 0.5025028
[5104,] 1.0090160 0.5003907
[5105,] 0.9840456 0.5003907
[5106,] 0.9823072 0.5003907
[5107,] 1.0166598 0.5003907
[5108,] 0.9953124 0.5003907
[5109,] 0.9953124 0.5003907
[5110,] 0.9953124 0.5003907
[5111,] 0.9953124 0.5019992
[5112,] 0.9871326 0.5019992
[5113,] 0.9871326 0.5058375
[5114,] 0.9871326 0.5058375
[5115,] 0.9873713 0.5058375
[5116,] 0.9709759 0.5058375
[5117,] 0.9531252 0.5058375
[5118,] 0.9531252 0.5058375
[5119,] 0.9531252 0.5058375
[5120,] 0.9531252 0.5058375
[5121,] 0.9523040 0.5058375
[5122,] 0.9523040 0.5068883
[5123,] 0.9523040 0.5068883
[5124,] 0.9523040 0.5068883
[5125,] 0.9523040 0.5068883
[5126,] 0.9524965 0.5054813
[5127,] 0.9524965 0.5054813
[5128,] 0.9623323 0.5054813
[5129,] 0.9623323 0.5054813
[5130,] 0.9623323 0.5054813
[5131,] 0.9623323 0.5054813
[5132,] 0.9623323 0.5038353
[5133,] 0.9623323 0.5038353
[5134,] 0.9623323 0.5043075
[5135,] 0.9623323 0.5043075
[5136,] 0.9632889 0.5070293
[5137,] 0.9664423 0.5040829
[5138,] 0.9599391 0.5040829
[5139,] 0.9627965 0.5040829
[5140,] 0.9415068 0.5065551
[5141,] 0.9590743 0.5053503
[5142,] 0.9590743 0.5053503
[5143,] 0.9590743 0.5053503
[5144,] 0.9590743 0.5053503
[5145,] 0.9410282 0.5086642
[5146,] 0.9378556 0.5086642
[5147,] 0.9198808 0.5086642
[5148,] 0.9198808 0.5086642
[5149,] 0.9189536 0.5086642
[5150,] 0.9189536 0.5086642
[5151,] 0.9189536 0.5103144
[5152,] 0.9189536 0.5103144
[5153,] 0.9189536 0.5103144
[5154,] 0.9401196 0.5103144
[5155,] 0.9220288 0.5101436
[5156,] 0.9162173 0.5120981
[5157,] 0.9162173 0.5120981
[5158,] 0.8999899 0.5120981
[5159,] 0.9126800 0.5120981
[5160,] 0.9126800 0.5095096
[5161,] 0.9126800 0.5095096
[5162,] 0.9126800 0.5095096
[5163,] 0.9334422 0.5088710
[5164,] 0.9334422 0.5087989
[5165,] 0.9316184 0.5099230
[5166,] 0.9316184 0.5099230
[5167,] 0.9343956 0.5099230
[5168,] 0.9088756 0.5099230
[5169,] 0.9232469 0.5099230
[5170,] 0.9111747 0.5097992
[5171,] 0.9111747 0.5097992
[5172,] 0.9206198 0.5097992
[5173,] 0.9286338 0.5097992
[5174,] 0.9296418 0.5097992
[5175,] 0.9296418 0.5097992
[5176,] 0.9296418 0.5097992
[5177,] 0.9132460 0.5097992
[5178,] 0.9099029 0.5097927
[5179,] 0.9099029 0.5097927
[5180,] 0.9138573 0.5097927
[5181,] 0.9138573 0.5108649
[5182,] 0.9267661 0.5108649
[5183,] 0.9104323 0.5108649
[5184,] 0.9079189 0.5108649
[5185,] 0.9079189 0.5108649
[5186,] 0.9079189 0.5108649
[5187,] 0.9079189 0.5128929
[5188,] 0.9079189 0.5128929
[5189,] 0.9071383 0.5128929
[5190,] 0.9023007 0.5128929
[5191,] 0.9229526 0.5125204
[5192,] 0.9296398 0.5101033
[5193,] 0.9307143 0.5101033
[5194,] 0.9307143 0.5101033
[5195,] 0.9307143 0.5101033
[5196,] 0.9169944 0.5113150
[5197,] 0.9169944 0.5113150
[5198,] 0.9169944 0.5113150
[5199,] 0.9169944 0.5089735
[5200,] 0.9203334 0.5083978
[5201,] 0.9252109 0.5083978
[5202,] 0.9374759 0.5083978
[5203,] 0.9613046 0.5083978
[5204,] 0.9613046 0.5083978
[5205,] 0.9613046 0.5047279
[5206,] 0.9613046 0.5047279
[5207,] 0.9613046 0.5040504
[5208,] 0.9727737 0.5040504
[5209,] 0.9727737 0.5040504
[5210,] 0.9727737 0.5040504
[5211,] 0.9727737 0.5040504
[5212,] 0.9727737 0.5036483
[5213,] 0.9792891 0.5036483
[5214,] 0.9792891 0.5002201
[5215,] 0.9792891 0.5002201
[5216,] 0.9792891 0.5002201
[5217,] 0.9792891 0.4992277
[5218,] 0.9958346 0.4992277
[5219,] 0.9959839 0.4992277
[5220,] 1.0238306 0.4992277
[5221,] 1.0157114 0.4992277
[5222,] 1.0157114 0.4983506
[5223,] 1.0157114 0.5001868
[5224,] 0.9963104 0.5001868
[5225,] 0.9963104 0.4993550
[5226,] 0.9895991 0.5010112
[5227,] 0.9895991 0.5020073
[5228,] 0.9895991 0.5020073
[5229,] 0.9786218 0.5020073
[5230,] 0.9786218 0.5020073
[5231,] 0.9818682 0.5042116
[5232,] 0.9818682 0.5040502
[5233,] 0.9818682 0.5040502
[5234,] 0.9818682 0.5053553
[5235,] 0.9818682 0.5053553
[5236,] 0.9818682 0.5062716
[5237,] 0.9963208 0.5062716
[5238,] 0.9963208 0.5062716
[5239,] 0.9885980 0.5052744
[5240,] 0.9854785 0.5052744
[5241,] 0.9618538 0.5052744
[5242,] 0.9618538 0.5046657
[5243,] 0.9618538 0.5046657
[5244,] 0.9788770 0.5046657
[5245,] 0.9788770 0.5069832
[5246,] 0.9788770 0.5063942
[5247,] 0.9788770 0.5063942
[5248,] 0.9728878 0.5063942
[5249,] 0.9722312 0.5075594
[5250,] 0.9722312 0.5075594
[5251,] 0.9488931 0.5075594
[5252,] 0.9115155 0.5111187
[5253,] 0.9115155 0.5111187
[5254,] 0.9115155 0.5111187
[5255,] 0.9115155 0.5111187
[5256,] 0.9004056 0.5111187
[5257,] 0.9146774 0.5111187
[5258,] 0.9146774 0.5111187
[5259,] 0.9146774 0.5111187
[5260,] 0.9146774 0.5111187
[5261,] 0.9146774 0.5096091
[5262,] 0.9146774 0.5096091
[5263,] 0.9247523 0.5096091
[5264,] 0.9265610 0.5093292
[5265,] 0.9265610 0.5093292
[5266,] 0.9326066 0.5093292
[5267,] 0.9219779 0.5100305
[5268,] 0.9219779 0.5103653
[5269,] 0.9219779 0.5091823
[5270,] 0.9219779 0.5091823
[5271,] 0.9217983 0.5116590
[5272,] 0.9007366 0.5116590
[5273,] 0.9007366 0.5143625
[5274,] 0.8880605 0.5130366
[5275,] 0.8861204 0.5162151
[5276,] 0.8861204 0.5162151
[5277,] 0.8655528 0.5171637
[5278,] 0.8655528 0.5171637
[5279,] 0.8655528 0.5171637
[5280,] 0.8655528 0.5171637
[5281,] 0.8655528 0.5171637
[5282,] 0.8875224 0.5162469
[5283,] 0.8734231 0.5162469
[5284,] 0.8798374 0.5162469
[5285,] 0.8634815 0.5162469
[5286,] 0.8980019 0.5162469
[5287,] 0.8913259 0.5162469
[5288,] 0.8913992 0.5137772
[5289,] 0.8913992 0.5137772
[5290,] 0.8913992 0.5149184
[5291,] 0.8881253 0.5149184
[5292,] 0.8881253 0.5133094
[5293,] 0.8874412 0.5133094
[5294,] 0.8798206 0.5158084
[5295,] 0.8798206 0.5171022
[5296,] 0.8622529 0.5192234
[5297,] 0.8650962 0.5192234
[5298,] 0.8650962 0.5192234
[5299,] 0.8650962 0.5144587
[5300,] 0.8650962 0.5144587
[5301,] 0.8650962 0.5144587
[5302,] 0.8692657 0.5144587
[5303,] 0.8644473 0.5144587
[5304,] 0.8967998 0.5121972
[5305,] 0.8967998 0.5156658
[5306,] 0.8967998 0.5156658
[5307,] 0.8719510 0.5156658
[5308,] 0.8719510 0.5156658
[5309,] 0.8719510 0.5154665
[5310,] 0.8719510 0.5154665
[5311,] 0.8719510 0.5154665
[5312,] 0.8719510 0.5175423
[5313,] 0.8719510 0.5175423
[5314,] 0.8719510 0.5175423
[5315,] 0.8719510 0.5175423
[5316,] 0.8719510 0.5170662
[5317,] 0.8719510 0.5170662
[5318,] 0.8755174 0.5170662
[5319,] 0.8755174 0.5170662
[5320,] 0.8755174 0.5170662
[5321,] 0.8755174 0.5162734
[5322,] 0.8378337 0.5162734
[5323,] 0.8378337 0.5162734
[5324,] 0.8982019 0.5149977
[5325,] 0.8982019 0.5149977
[5326,] 0.8761193 0.5149977
[5327,] 0.8761193 0.5157556
[5328,] 0.8761193 0.5157556
[5329,] 0.8761193 0.5167594
[5330,] 0.8795354 0.5142728
[5331,] 0.8795354 0.5139822
[5332,] 0.8795354 0.5162557
[5333,] 0.8795354 0.5142632
[5334,] 0.8882111 0.5142632
[5335,] 0.8793033 0.5142632
[5336,] 0.9227142 0.5143636
[5337,] 0.8901042 0.5133948
[5338,] 0.8964027 0.5133948
[5339,] 0.9006001 0.5146519
[5340,] 0.9006001 0.5124656
[5341,] 0.9043875 0.5124656
[5342,] 0.9043875 0.5124656
[5343,] 0.9043875 0.5124656
[5344,] 0.9043875 0.5124656
[5345,] 0.9043875 0.5124656
[5346,] 0.8890696 0.5124656
[5347,] 0.8890696 0.5124656
[5348,] 0.9095623 0.5103715
[5349,] 0.9316410 0.5103715
[5350,] 0.9344496 0.5103715
[5351,] 0.9342139 0.5094657
[5352,] 0.9342139 0.5095621
[5353,] 0.9342139 0.5099921
[5354,] 0.9342139 0.5099921
[5355,] 0.9342139 0.5099921
[5356,] 0.9064532 0.5099921
[5357,] 0.9064532 0.5099921
[5358,] 0.9224000 0.5103032
[5359,] 0.9224000 0.5103080
[5360,] 0.9224000 0.5115924
[5361,] 0.9224000 0.5115924
[5362,] 0.9224000 0.5114633
[5363,] 0.9224000 0.5093283
[5364,] 0.9338100 0.5093283
[5365,] 0.9338100 0.5093283
[5366,] 0.9331434 0.5093283
[5367,] 0.9209171 0.5093283
[5368,] 0.9209171 0.5093283
[5369,] 0.9209171 0.5091910
[5370,] 0.9209171 0.5091910
[5371,] 0.9424713 0.5091910
[5372,] 0.9424713 0.5091910
[5373,] 0.9316249 0.5074407
[5374,] 0.9316249 0.5074407
[5375,] 0.9326194 0.5074407
[5376,] 0.9452235 0.5066752
[5377,] 0.9524201 0.5066752
[5378,] 0.9524201 0.5066752
[5379,] 0.9524201 0.5066752
[5380,] 0.9524201 0.5066752
[5381,] 0.9524201 0.5066752
[5382,] 0.9524201 0.5090220
[5383,] 0.9524201 0.5090220
[5384,] 0.9524201 0.5100018
[5385,] 0.9375618 0.5099861
[5386,] 0.9375618 0.5085036
[5387,] 0.9469109 0.5085036
[5388,] 0.9469109 0.5085036
[5389,] 0.9188495 0.5085036
[5390,] 0.9523537 0.5075118
[5391,] 0.9523537 0.5053044
[5392,] 0.9558028 0.5053044
[5393,] 0.9491813 0.5054910
[5394,] 0.9491813 0.5061844
[5395,] 0.9491813 0.5060928
[5396,] 0.9521426 0.5082646
[5397,] 0.9521426 0.5084269
[5398,] 0.9442544 0.5084269
[5399,] 0.9442544 0.5084269
[5400,] 0.9442544 0.5084269
[5401,] 0.9442544 0.5092137
[5402,] 0.9442544 0.5092137
[5403,] 0.9442544 0.5092137
[5404,] 0.9442544 0.5092137
[5405,] 0.9442544 0.5092137
[5406,] 0.9442544 0.5074625
[5407,] 0.9442544 0.5074625
[5408,] 0.9442544 0.5077693
[5409,] 0.9442544 0.5077693
[5410,] 0.9361441 0.5077693
[5411,] 0.9355922 0.5109383
[5412,] 0.9355922 0.5093913
[5413,] 0.9355922 0.5077064
[5414,] 0.9355922 0.5058471
[5415,] 0.9355922 0.5099495
[5416,] 0.9355922 0.5099495
[5417,] 0.9268330 0.5109422
[5418,] 0.9268330 0.5109422
[5419,] 0.9268330 0.5109422
[5420,] 0.9342196 0.5109422
[5421,] 0.9205543 0.5109422
[5422,] 0.8787146 0.5109422
[5423,] 0.8787146 0.5109422
[5424,] 0.8787146 0.5126429
[5425,] 0.9149371 0.5135554
[5426,] 0.9149371 0.5133939
[5427,] 0.9149371 0.5125337
[5428,] 0.9051722 0.5125337
[5429,] 0.9051722 0.5125337
[5430,] 0.8992054 0.5125337
[5431,] 0.8932465 0.5144430
[5432,] 0.8932465 0.5165824
[5433,] 0.8932465 0.5138624
[5434,] 0.8932465 0.5149890
[5435,] 0.8932465 0.5141196
[5436,] 0.8726554 0.5161967
[5437,] 0.8689420 0.5161967
[5438,] 0.8689420 0.5166342
[5439,] 0.8689420 0.5169800
[5440,] 0.8754695 0.5166569
[5441,] 0.8754695 0.5184692
[5442,] 0.8689087 0.5184692
[5443,] 0.8675010 0.5184692
[5444,] 0.8675010 0.5184692
[5445,] 0.8675010 0.5184692
[5446,] 0.8675010 0.5184692
[5447,] 0.8675010 0.5184692
[5448,] 0.8675010 0.5184692
[5449,] 0.8675010 0.5144393
[5450,] 0.8737518 0.5144393
[5451,] 0.8711290 0.5144393
[5452,] 0.8918767 0.5144393
[5453,] 0.8918767 0.5125895
[5454,] 0.8918767 0.5125895
[5455,] 0.8918767 0.5139268
[5456,] 0.8918767 0.5139268
[5457,] 0.9027035 0.5135876
[5458,] 0.9027035 0.5101602
[5459,] 0.9300887 0.5129514
[5460,] 0.9300887 0.5123716
[5461,] 0.9228652 0.5126088
[5462,] 0.9202915 0.5126088
[5463,] 0.9272711 0.5126088
[5464,] 0.9272711 0.5126088
[5465,] 0.9272711 0.5126088
[5466,] 0.9065555 0.5111680
[5467,] 0.9269520 0.5120387
[5468,] 0.9269520 0.5120387
[5469,] 0.9261830 0.5108511
[5470,] 0.9261830 0.5071538
[5471,] 0.9174033 0.5095570
[5472,] 0.9078100 0.5125297
[5473,] 0.9078100 0.5114061
[5474,] 0.9277840 0.5085306
[5475,] 0.9461411 0.5075521
[5476,] 0.9461411 0.5075521
[5477,] 0.9461411 0.5072512
[5478,] 0.9338723 0.5072512
[5479,] 0.9488745 0.5091048
[5480,] 0.9488745 0.5037422
[5481,] 0.9488745 0.5047595
[5482,] 0.9488745 0.5069392
[5483,] 0.9488745 0.5069392
[5484,] 0.9277952 0.5078087
[5485,] 0.9591569 0.5078087
[5486,] 0.9591569 0.5054246
[5487,] 0.9591569 0.5063637
[5488,] 0.9755845 0.5038627
[5489,] 0.9755845 0.5050059
[5490,] 0.9747088 0.5061942
[5491,] 0.9398906 0.5105542
[5492,] 0.9443605 0.5067804
[5493,] 0.9443605 0.5067804
[5494,] 0.9443605 0.5067804
[5495,] 0.9443605 0.5082743
[5496,] 0.9443605 0.5097454
[5497,] 0.9150943 0.5109225
[5498,] 0.9257169 0.5143014
[5499,] 0.9257169 0.5143014
[5500,] 0.9257169 0.5140588
[5501,] 0.9253892 0.5107480
[5502,] 0.9253892 0.5117316
[5503,] 0.9253892 0.5117316
[5504,] 0.9253892 0.5117280
[5505,] 0.9231092 0.5117280
[5506,] 0.8964976 0.5117280
[5507,] 0.8964976 0.5112421
[5508,] 0.9347745 0.5121625
[5509,] 0.9243103 0.5127026
[5510,] 0.9225711 0.5127026
[5511,] 0.9179915 0.5127026
[5512,] 0.9179915 0.5138800
[5513,] 0.8836300 0.5138800
[5514,] 0.8836300 0.5152554
[5515,] 0.8836300 0.5152554
[5516,] 0.8836300 0.5152554
[5517,] 0.8836300 0.5157782
[5518,] 0.9008231 0.5157782
[5519,] 0.8904173 0.5157782
[5520,] 0.8904173 0.5164472
[5521,] 0.8904173 0.5164472
[5522,] 0.8648168 0.5164472
[5523,] 0.8648168 0.5164472
[5524,] 0.8648168 0.5164472
[5525,] 0.8648168 0.5164472
[5526,] 0.8648168 0.5167842
[5527,] 0.8648168 0.5167842
[5528,] 0.8837279 0.5163472
[5529,] 0.8837279 0.5162513
[5530,] 0.8772920 0.5167985
[5531,] 0.8578742 0.5176555
[5532,] 0.8578742 0.5176555
[5533,] 0.8578742 0.5176555
[5534,] 0.8578742 0.5176555
[5535,] 0.8578742 0.5157514
[5536,] 0.8578742 0.5169514
[5537,] 0.8578742 0.5169514
[5538,] 0.8751007 0.5169514
[5539,] 0.8847333 0.5169514
[5540,] 0.8994418 0.5129249
[5541,] 0.8994418 0.5134978
[5542,] 0.8994418 0.5134978
[5543,] 0.8956177 0.5134978
[5544,] 0.8956177 0.5134978
[5545,] 0.8766588 0.5152008
[5546,] 0.8766588 0.5152008
[5547,] 0.8833969 0.5157962
[5548,] 0.8833969 0.5157962
[5549,] 0.8913560 0.5157962
[5550,] 0.8913560 0.5157962
[5551,] 0.8714232 0.5136507
[5552,] 0.8714232 0.5136507
[5553,] 0.8714232 0.5133812
[5554,] 0.9166904 0.5128023
[5555,] 0.9166904 0.5128023
[5556,] 0.8974957 0.5128023
[5557,] 0.9077315 0.5111017
[5558,] 0.9077315 0.5111017
[5559,] 0.9077315 0.5126854
[5560,] 0.9077315 0.5127014
[5561,] 0.9077315 0.5127014
[5562,] 0.9077315 0.5130202
[5563,] 0.9077315 0.5130202
[5564,] 0.8993876 0.5130375
[5565,] 0.8861952 0.5144476
[5566,] 0.8955825 0.5144476
[5567,] 0.8953680 0.5144476
[5568,] 0.8953680 0.5144476
[5569,] 0.8953680 0.5144476
[5570,] 0.8906702 0.5171839
[5571,] 0.8906702 0.5171839
[5572,] 0.8779158 0.5171839
[5573,] 0.8779158 0.5171839
[5574,] 0.8508339 0.5171728
[5575,] 0.8695967 0.5171728
[5576,] 0.8695967 0.5171728
[5577,] 0.8695967 0.5171728
[5578,] 0.8635190 0.5180463
[5579,] 0.8553653 0.5180463
[5580,] 0.8656259 0.5180463
[5581,] 0.8656259 0.5185691
[5582,] 0.8656259 0.5185691
[5583,] 0.8613245 0.5175196
[5584,] 0.8613245 0.5175196
[5585,] 0.8777737 0.5144124
[5586,] 0.8777737 0.5144124
[5587,] 0.8687195 0.5136409
[5588,] 0.8842179 0.5169434
[5589,] 0.8842179 0.5146865
[5590,] 0.8842179 0.5146865
[5591,] 0.8716009 0.5146865
[5592,] 0.9029437 0.5146865
[5593,] 0.8932882 0.5146865
[5594,] 0.8932882 0.5146865
[5595,] 0.8838010 0.5149369
[5596,] 0.8838010 0.5152552
[5597,] 0.8838010 0.5152552
[5598,] 0.8838010 0.5152552
[5599,] 0.8838010 0.5152552
[5600,] 0.8838010 0.5150969
[5601,] 0.8883615 0.5142657
[5602,] 0.8929634 0.5142657
[5603,] 0.9184166 0.5090281
[5604,] 0.9429257 0.5090281
[5605,] 0.9429257 0.5090281
[5606,] 0.9322181 0.5090281
[5607,] 0.9322181 0.5088169
[5608,] 0.9326939 0.5079871
[5609,] 0.9486125 0.5079871
[5610,] 0.9404628 0.5079871
[5611,] 0.9404628 0.5067180
[5612,] 0.9271783 0.5067180
[5613,] 0.9653901 0.5067180
[5614,] 0.9653901 0.5059989
[5615,] 0.9525129 0.5059989
[5616,] 0.9525129 0.5059989
[5617,] 0.9525129 0.5059989
[5618,] 0.9525129 0.5059989
[5619,] 0.9525129 0.5059989
[5620,] 0.9525129 0.5080942
[5621,] 0.9272462 0.5080942
[5622,] 0.9436514 0.5080942
[5623,] 0.9324872 0.5080942
[5624,] 0.9324872 0.5075502
[5625,] 0.9391838 0.5075502
[5626,] 0.9391838 0.5075502
[5627,] 0.9391838 0.5075502
[5628,] 0.9641500 0.5075502
[5629,] 0.9641500 0.5049956
[5630,] 0.9609020 0.5049956
[5631,] 0.9609020 0.5049956
[5632,] 0.9609020 0.5049956
[5633,] 0.9859241 0.5043316
[5634,] 0.9958172 0.4991043
[5635,] 0.9958172 0.5012012
[5636,] 0.9958172 0.5012012
[5637,] 0.9958172 0.5018635
[5638,] 0.9958172 0.5018635
[5639,] 0.9958172 0.5018635
[5640,] 0.9905817 0.5018635
[5641,] 0.9905817 0.5018635
[5642,] 0.9905817 0.5018635
[5643,] 0.9792886 0.5018635
[5644,] 0.9935104 0.5018635
[5645,] 0.9935104 0.5018635
[5646,] 0.9819931 0.5013208
[5647,] 0.9819931 0.5018424
[5648,] 0.9853347 0.5038005
[5649,] 0.9853347 0.5018626
[5650,] 0.9853347 0.5007873
[5651,] 0.9853347 0.5007873
[5652,] 0.9853347 0.5007873
[5653,] 1.0003231 0.5007873
[5654,] 1.0003231 0.5007873
[5655,] 1.0003231 0.5007873
[5656,] 1.0003231 0.5007873
[5657,] 1.0003231 0.5007873
[5658,] 0.9955506 0.5027517
[5659,] 1.0036987 0.5027517
[5660,] 1.0036987 0.4987532
[5661,] 1.0036987 0.4987532
[5662,] 1.0238830 0.4987532
[5663,] 1.0238830 0.4969258
[5664,] 1.0238830 0.4969258
[5665,] 1.0130432 0.4969258
[5666,] 1.0130432 0.4973508
[5667,] 1.0130432 0.4973508
[5668,] 1.0130432 0.4973508
[5669,] 1.0354765 0.4973508
[5670,] 1.0354765 0.4982171
[5671,] 1.0354765 0.4980273
[5672,] 1.0354765 0.4980273
[5673,] 0.9960589 0.4980273
[5674,] 1.0017459 0.4980273
[5675,] 1.0195987 0.4988751
[5676,] 1.0195987 0.4988751
[5677,] 1.0195987 0.4988751
[5678,] 1.0195987 0.4988751
[5679,] 1.0195987 0.4988751
[5680,] 1.0005461 0.5002000
[5681,] 1.0005461 0.4973348
[5682,] 1.0005461 0.4960872
[5683,] 1.0005461 0.4963564
[5684,] 1.0155336 0.4996897
[5685,] 1.0150389 0.4996897
[5686,] 1.0133188 0.4996897
[5687,] 1.0022099 0.4996897
[5688,] 1.0120955 0.4996897
[5689,] 1.0120955 0.4992152
[5690,] 1.0120955 0.4990857
[5691,] 1.0049277 0.4990857
[5692,] 0.9859271 0.5062072
[5693,] 0.9859271 0.5006007
[5694,] 0.9859271 0.4990226
[5695,] 0.9953746 0.4970186
[5696,] 1.0267436 0.4984337
[5697,] 1.0267436 0.4993934
[5698,] 1.0267436 0.4993934
[5699,] 1.0266067 0.4995420
[5700,] 1.0232634 0.4971748
[5701,] 1.0232634 0.4971748
[5702,] 1.0232634 0.4971748
[5703,] 1.0232634 0.4971748
[5704,] 1.0232634 0.4971748
[5705,] 1.0232634 0.4971748
[5706,] 1.0232634 0.4971748
[5707,] 1.0232634 0.4985137
[5708,] 1.0232634 0.4985137
[5709,] 1.0213306 0.4992717
[5710,] 0.9972867 0.4992717
[5711,] 1.0056189 0.4996278
[5712,] 1.0056189 0.4996278
[5713,] 0.9968813 0.5020072
[5714,] 0.9952540 0.4999064
[5715,] 0.9952540 0.4999064
[5716,] 1.0046620 0.4999064
[5717,] 1.0046620 0.4999064
[5718,] 1.0071769 0.5014724
[5719,] 0.9777269 0.5014724
[5720,] 0.9764465 0.5027283
[5721,] 0.9764465 0.5027283
[5722,] 0.9830181 0.5027283
[5723,] 0.9830181 0.5027283
[5724,] 0.9830181 0.5028069
[5725,] 0.9830181 0.5033650
[5726,] 0.9792625 0.5033650
[5727,] 0.9792625 0.5061738
[5728,] 0.9792625 0.5038906
[5729,] 0.9877354 0.5038849
[5730,] 0.9877354 0.5038849
[5731,] 0.9696114 0.5038849
[5732,] 0.9696114 0.5054168
[5733,] 0.9696114 0.5054168
[5734,] 0.9875760 0.5054168
[5735,] 0.9826486 0.5053417
[5736,] 0.9826486 0.5007043
[5737,] 1.0026496 0.5007043
[5738,] 1.0026496 0.5007043
[5739,] 1.0057702 0.4979364
[5740,] 1.0499609 0.4979364
[5741,] 1.0573130 0.4965810
[5742,] 1.0573130 0.4965810
[5743,] 1.0573130 0.4965810
[5744,] 1.0573130 0.4965810
[5745,] 1.0409264 0.4944812
[5746,] 1.0409264 0.4947564
[5747,] 1.0683441 0.4947564
[5748,] 1.0635307 0.4906646
[5749,] 1.0635307 0.4906646
[5750,] 1.0635307 0.4906646
[5751,] 1.0806215 0.4906646
[5752,] 1.0806215 0.4898386
[5753,] 1.0868357 0.4937235
[5754,] 1.0868357 0.4889133
[5755,] 1.0868357 0.4889133
[5756,] 1.0868357 0.4889133
[5757,] 1.0868357 0.4889133
[5758,] 1.0868357 0.4889133
[5759,] 1.0868357 0.4889133
[5760,] 1.0918731 0.4912141
[5761,] 1.0608109 0.4912141
[5762,] 1.0634853 0.4925368
[5763,] 1.0477915 0.4923954
[5764,] 1.0301588 0.4945911
[5765,] 1.0532450 0.4945911
[5766,] 1.0593883 0.4945911
[5767,] 1.0515881 0.4934110
[5768,] 1.0515881 0.4934110
[5769,] 1.0515881 0.4934110
[5770,] 1.0346801 0.4935044
[5771,] 1.0346801 0.4935044
[5772,] 1.0346801 0.4935044
[5773,] 1.0346801 0.4935044
[5774,] 1.0346801 0.4946172
[5775,] 1.0346801 0.4946172
[5776,] 1.0346801 0.4964583
[5777,] 1.0405261 0.4964583
[5778,] 1.0309232 0.4964583
[5779,] 1.0200411 0.4964583
[5780,] 1.0200411 0.4964583
[5781,] 1.0200411 0.4964583
[5782,] 1.0347883 0.4964583
[5783,] 1.0347883 0.4964583
[5784,] 1.0250967 0.4988351
[5785,] 1.0389793 0.4988351
[5786,] 0.9972466 0.5001080
[5787,] 0.9972466 0.5002485
[5788,] 0.9972466 0.5042371
[5789,] 0.9972466 0.5022041
[5790,] 1.0009527 0.5033590
[5791,] 0.9581413 0.5033590
[5792,] 0.9581413 0.5045641
[5793,] 0.9655547 0.5058501
[5794,] 0.9499317 0.5063801
[5795,] 0.9569344 0.5067188
[5796,] 0.9569344 0.5067188
[5797,] 0.9487462 0.5067188
[5798,] 0.9585404 0.5059153
[5799,] 0.9585404 0.5059153
[5800,] 0.9585404 0.5059153
[5801,] 0.9585404 0.5059153
[5802,] 0.9585404 0.5059153
[5803,] 0.9651721 0.5059153
[5804,] 0.9569748 0.5059153
[5805,] 0.9569748 0.5059153
[5806,] 0.9569748 0.5050406
[5807,] 0.9569748 0.5042858
[5808,] 0.9721176 0.5054984
[5809,] 0.9863269 0.5049257
[5810,] 0.9623854 0.5028879
[5811,] 0.9623854 0.5028879
[5812,] 0.9623854 0.5028879
[5813,] 0.9623854 0.5058173
[5814,] 0.9485421 0.5060273
[5815,] 0.9485421 0.5053383
[5816,] 0.9355161 0.5047649
[5817,] 0.9355161 0.5026078
[5818,] 0.9638100 0.5067582
[5819,] 0.9513836 0.5067582
[5820,] 0.9715699 0.5036329
[5821,] 0.9865391 0.5036329
[5822,] 0.9865391 0.5032931
[5823,] 0.9674215 0.5032931
[5824,] 0.9674215 0.5038766
[5825,] 0.9665195 0.5038766
[5826,] 0.9781344 0.5032732
[5827,] 0.9781344 0.5045956
[5828,] 0.9781344 0.5045956
[5829,] 0.9781344 0.5011918
[5830,] 0.9777893 0.5011918
[5831,] 1.0092379 0.5011918
[5832,] 1.0092379 0.5011918
[5833,] 1.0147310 0.5011918
[5834,] 1.0052207 0.5010813
[5835,] 1.0052207 0.5010813
[5836,] 1.0052207 0.5010813
[5837,] 1.0052207 0.4996370
[5838,] 1.0056896 0.4996370
[5839,] 1.0056896 0.4996370
[5840,] 1.0162400 0.4966599
[5841,] 1.0411007 0.4966599
[5842,] 1.0131153 0.4963007
[5843,] 1.0200051 0.4963007
[5844,] 1.0200051 0.4963007
[5845,] 1.0200051 0.4978261
[5846,] 1.0200051 0.4984293
[5847,] 1.0200051 0.5011925
[5848,] 1.0200051 0.5009240
[5849,] 1.0200051 0.4952573
[5850,] 1.0222731 0.4947829
[5851,] 1.0093666 0.4947829
[5852,] 1.0110600 0.4947829
[5853,] 1.0110600 0.4948347
[5854,] 1.0110600 0.4948347
[5855,] 1.0110600 0.4948347
[5856,] 1.0185652 0.4976754
[5857,] 1.0185652 0.4976754
[5858,] 1.0185652 0.4990816
[5859,] 0.9882289 0.4990816
[5860,] 0.9917208 0.5010855
[5861,] 0.9903889 0.5013470
[5862,] 1.0006587 0.5013470
[5863,] 1.0006587 0.5013470
[5864,] 0.9968470 0.5028524
[5865,] 0.9968470 0.5016016
[5866,] 1.0140797 0.4984349
[5867,] 1.0140797 0.4992982
[5868,] 1.0140797 0.5002523
[5869,] 1.0140797 0.5002523
[5870,] 1.0140797 0.5026568
[5871,] 0.9454166 0.5026568
[5872,] 0.9692242 0.5064087
[5873,] 0.9600637 0.5064087
[5874,] 0.9534017 0.5081770
[5875,] 0.9140163 0.5098853
[5876,] 0.8963922 0.5098853
[5877,] 0.8963922 0.5108816
[5878,] 0.9260230 0.5133422
[5879,] 0.9215545 0.5123187
[5880,] 0.9215545 0.5123187
[5881,] 0.9185818 0.5122255
[5882,] 0.9223864 0.5123077
[5883,] 0.9162263 0.5137692
[5884,] 0.9162263 0.5133280
[5885,] 0.9162263 0.5133280
[5886,] 0.9162263 0.5133280
[5887,] 0.9108086 0.5115600
[5888,] 0.9108086 0.5115600
[5889,] 0.9108086 0.5119337
[5890,] 0.9032732 0.5119337
[5891,] 0.9032732 0.5122760
[5892,] 0.9032732 0.5122760
[5893,] 0.9032732 0.5140964
[5894,] 0.9032732 0.5140964
[5895,] 0.8839527 0.5161044
[5896,] 0.8839527 0.5171423
[5897,] 0.8839527 0.5140091
[5898,] 0.8839527 0.5146289
[5899,] 0.8839527 0.5146289
[5900,] 0.8839527 0.5146289
[5901,] 0.8943524 0.5146289
[5902,] 0.8943524 0.5146289
[5903,] 0.8919368 0.5138519
[5904,] 0.8919368 0.5138519
[5905,] 0.8897205 0.5138519
[5906,] 0.9027991 0.5118729
[5907,] 0.9027991 0.5111401
[5908,] 0.9177983 0.5111401
[5909,] 0.9177983 0.5111401
[5910,] 0.9210121 0.5111401
[5911,] 0.9210121 0.5111401
[5912,] 0.9151521 0.5111401
[5913,] 0.9151521 0.5111401
[5914,] 0.9237574 0.5089373
[5915,] 0.9451132 0.5096517
[5916,] 0.9451132 0.5097846
[5917,] 0.9451132 0.5111903
[5918,] 0.9388761 0.5111903
[5919,] 0.9293104 0.5095762
[5920,] 0.9348343 0.5095762
[5921,] 0.9348343 0.5085541
[5922,] 0.9348343 0.5085541
[5923,] 0.9405641 0.5085541
[5924,] 0.9298895 0.5085541
[5925,] 0.9298895 0.5085541
[5926,] 0.9298895 0.5085541
[5927,] 0.9298895 0.5085541
[5928,] 0.9262531 0.5085541
[5929,] 0.9421192 0.5085541
[5930,] 0.9421192 0.5082724
[5931,] 0.9270504 0.5068388
[5932,] 0.9270504 0.5111645
[5933,] 0.9208652 0.5089195
[5934,] 0.9482178 0.5089195
[5935,] 0.9495726 0.5089195
[5936,] 0.9481217 0.5089195
[5937,] 0.9362627 0.5090028
[5938,] 0.9322366 0.5073004
[5939,] 0.9397208 0.5070560
[5940,] 0.9352039 0.5094684
[5941,] 0.9352039 0.5096498
[5942,] 0.9479611 0.5079585
[5943,] 0.9479611 0.5061534
[5944,] 0.9479611 0.5061534
[5945,] 0.9518268 0.5060855
[5946,] 0.9518268 0.5060855
[5947,] 0.9518268 0.5060855
[5948,] 0.9518268 0.5055730
[5949,] 0.9518268 0.5055730
[5950,] 0.9518268 0.5055730
[5951,] 0.9518268 0.5055730
[5952,] 0.9706747 0.5055730
[5953,] 0.9712672 0.5055273
[5954,] 0.9474367 0.5055273
[5955,] 0.9515509 0.5055273
[5956,] 0.9609934 0.5055273
[5957,] 0.9609934 0.5055273
[5958,] 0.9609934 0.5042942
[5959,] 0.9922068 0.5042942
[5960,] 0.9724368 0.5042942
[5961,] 0.9724368 0.5037331
[5962,] 0.9611091 0.5037331
[5963,] 0.9678889 0.5021427
[5964,] 0.9678889 0.5021427
[5965,] 0.9877161 0.5021427
[5966,] 0.9877161 0.5014113
[5967,] 0.9877161 0.5026598
[5968,] 0.9782371 0.5026598
[5969,] 0.9782371 0.5030591
[5970,] 0.9782371 0.5030591
[5971,] 0.9663209 0.5030591
[5972,] 0.9828194 0.5030591
[5973,] 0.9828194 0.5030591
[5974,] 0.9804529 0.5021573
[5975,] 0.9804529 0.5020047
[5976,] 0.9772766 0.5033538
[5977,] 0.9772766 0.5044723
[5978,] 0.9772766 0.5057961
[5979,] 0.9772766 0.5017788
[5980,] 0.9832834 0.5017788
[5981,] 0.9841602 0.5017788
[5982,] 0.9877070 0.5017788
[5983,] 0.9803278 0.5017788
[5984,] 0.9797747 0.5017788
[5985,] 0.9852992 0.5017788
[5986,] 0.9852992 0.5017788
[5987,] 0.9924465 0.5017788
[5988,] 0.9924465 0.5017788
[5989,] 0.9924465 0.5017788
[5990,] 1.0138832 0.4962693
[5991,] 1.0138832 0.4966609
[5992,] 1.0138832 0.4966609
[5993,] 1.0138832 0.4966609
[5994,] 1.0138832 0.4964723
[5995,] 1.0138832 0.4986387
[5996,] 1.0138832 0.4986387
[5997,] 1.0283470 0.4986387
[5998,] 1.0280764 0.4986387
[5999,] 1.0167016 0.4968935
[6000,] 1.0167016 0.4968323
[6001,] 1.0167016 0.4959779
[6002,] 1.0167016 0.4959779
[6003,] 1.0167016 0.4959779
[6004,] 1.0137696 0.4959779
[6005,] 1.0185094 0.4981315
[6006,] 1.0185094 0.4981315
[6007,] 1.0185094 0.4978622
[6008,] 1.0312437 0.4978622
[6009,] 0.9989352 0.4978622
[6010,] 1.0323789 0.4976094
[6011,] 1.0270318 0.4973972
[6012,] 1.0270318 0.4966594
[6013,] 1.0258291 0.4966594
[6014,] 1.0258291 0.4966594
[6015,] 1.0236102 0.4966594
[6016,] 1.0236102 0.4966594
[6017,] 1.0236102 0.4955306
[6018,] 1.0346394 0.4978983
[6019,] 1.0346394 0.4970348
[6020,] 1.0346394 0.4970348
[6021,] 1.0277435 0.4970348
[6022,] 1.0277435 0.4980439
[6023,] 1.0277435 0.4980439
[6024,] 0.9942604 0.4979947
[6025,] 1.0037463 0.4979947
[6026,] 1.0037463 0.4979947
[6027,] 1.0037463 0.4979947
[6028,] 1.0037463 0.5017604
[6029,] 1.0037463 0.5003837
[6030,] 0.9940181 0.5003837
[6031,] 0.9940181 0.5003837
[6032,] 0.9809649 0.5003837
[6033,] 0.9809649 0.5003837
[6034,] 1.0229321 0.4995160
[6035,] 1.0229321 0.4995160
[6036,] 0.9976567 0.4995160
[6037,] 0.9976567 0.4999823
[6038,] 0.9976567 0.5038976
[6039,] 0.9913277 0.5038976
[6040,] 0.9855424 0.5038976
[6041,] 0.9726223 0.5038976
[6042,] 0.9726223 0.5038976
[6043,] 0.9814806 0.5029268
[6044,] 0.9814806 0.5029268
[6045,] 0.9814806 0.5029268
[6046,] 0.9814806 0.5028561
[6047,] 0.9814806 0.5053945
[6048,] 0.9441224 0.5066385
[6049,] 0.9522290 0.5066385
[6050,] 0.9476170 0.5066385
[6051,] 0.9476170 0.5066385
[6052,] 0.9476170 0.5066385
[6053,] 0.9493666 0.5066385
[6054,] 0.9676724 0.5066385
[6055,] 0.9497337 0.5059803
[6056,] 0.9497337 0.5055794
[6057,] 0.9497337 0.5055794
[6058,] 0.9497337 0.5055794
[6059,] 0.9497337 0.5055794
[6060,] 0.9772809 0.5055794
[6061,] 0.9524951 0.5055794
[6062,] 0.9612693 0.5052780
[6063,] 0.9612693 0.5052780
[6064,] 0.9694039 0.5052780
[6065,] 0.9694039 0.5052780
[6066,] 0.9694039 0.5052780
[6067,] 0.9732123 0.5052780
[6068,] 0.9732123 0.5055111
[6069,] 0.9582307 0.5055111
[6070,] 0.9582307 0.5055111
[6071,] 0.9582307 0.5070408
[6072,] 0.9582307 0.5070408
[6073,] 0.9582307 0.5070408
[6074,] 0.9582307 0.5033594
[6075,] 0.9582307 0.5047928
[6076,] 0.9622315 0.5064911
[6077,] 0.9734202 0.5025445
[6078,] 0.9772223 0.5025445
[6079,] 0.9772223 0.5025445
[6080,] 0.9692295 0.5029142
[6081,] 0.9831328 0.5023471
[6082,] 0.9831328 0.5025896
[6083,] 0.9942219 0.5028412
[6084,] 0.9942219 0.5028412
[6085,] 0.9942219 0.5020655
[6086,] 0.9942219 0.5004881
[6087,] 0.9942219 0.5004881
[6088,] 0.9942219 0.5004881
[6089,] 0.9923433 0.5004881
[6090,] 0.9779546 0.5004881
[6091,] 0.9779546 0.5004881
[6092,] 0.9647323 0.5024440
[6093,] 0.9647323 0.5022457
[6094,] 0.9869746 0.5022457
[6095,] 0.9869746 0.5022457
[6096,] 0.9701258 0.5067147
[6097,] 0.9569529 0.5067147
[6098,] 0.9569529 0.5076962
[6099,] 0.9630756 0.5066130
[6100,] 0.9630756 0.5066130
[6101,] 0.9572124 0.5064973
[6102,] 0.9524157 0.5078059
[6103,] 0.9524157 0.5078059
[6104,] 0.9524157 0.5043395
[6105,] 0.9524157 0.5021595
[6106,] 0.9440145 0.5021595
[6107,] 0.9440145 0.5067143
[6108,] 0.9440145 0.5067143
[6109,] 0.9440145 0.5066846
[6110,] 0.9440145 0.5066846
[6111,] 0.9440145 0.5101495
[6112,] 0.8968265 0.5113568
[6113,] 0.8968265 0.5093573
[6114,] 0.8968265 0.5091633
[6115,] 0.8968265 0.5097308
[6116,] 0.9469711 0.5097308
[6117,] 0.9469711 0.5097308
[6118,] 0.9493318 0.5097290
[6119,] 0.9242851 0.5097290
[6120,] 0.9242851 0.5111960
[6121,] 0.9242851 0.5111960
[6122,] 0.9168344 0.5111960
[6123,] 0.9298163 0.5111960
[6124,] 0.9298163 0.5081117
[6125,] 0.9298163 0.5081117
[6126,] 0.9298163 0.5081117
[6127,] 0.9298163 0.5087395
[6128,] 0.9298163 0.5087395
[6129,] 0.9436728 0.5087395
[6130,] 0.9436728 0.5077250
[6131,] 0.9436728 0.5077250
[6132,] 0.9400524 0.5077250
[6133,] 0.9400524 0.5077250
[6134,] 0.9400524 0.5077250
[6135,] 0.9611672 0.5055837
[6136,] 0.9611672 0.5055837
[6137,] 0.9535310 0.5055837
[6138,] 0.9535310 0.5055837
[6139,] 0.9535310 0.5046902
[6140,] 0.9522855 0.5066677
[6141,] 0.9522855 0.5066677
[6142,] 0.9522855 0.5066677
[6143,] 0.9522855 0.5066677
[6144,] 0.9522855 0.5066677
[6145,] 0.9522855 0.5066677
[6146,] 0.9649262 0.5066389
[6147,] 0.9649262 0.5041351
[6148,] 0.9649262 0.5079736
[6149,] 0.9649262 0.5088079
[6150,] 0.9650108 0.5088079
[6151,] 0.9592342 0.5024362
[6152,] 0.9592342 0.5024362
[6153,] 0.9592342 0.5024362
[6154,] 0.9966558 0.5024362
[6155,] 0.9782354 0.5024362
[6156,] 0.9782354 0.5024362
[6157,] 0.9782354 0.5053331
[6158,] 0.9782354 0.5053331
[6159,] 0.9676928 0.5053331
[6160,] 0.9676928 0.5053331
[6161,] 0.9676928 0.5053331
[6162,] 0.9676928 0.5053331
[6163,] 0.9820435 0.5053331
[6164,] 0.9836858 0.5053331
[6165,] 0.9568435 0.5064552
[6166,] 0.9568435 0.5039877
[6167,] 0.9568435 0.5082304
[6168,] 0.9568435 0.5068517
[6169,] 0.9568435 0.5068517
[6170,] 0.9568435 0.5068517
[6171,] 0.9568435 0.5067007
[6172,] 0.9568435 0.5082315
[6173,] 0.9447029 0.5082315
[6174,] 0.9447029 0.5082315
[6175,] 0.9447029 0.5074229
[6176,] 0.9447029 0.5052570
[6177,] 0.9447029 0.5052570
[6178,] 0.9447029 0.5052570
[6179,] 0.9477195 0.5059311
[6180,] 0.9639447 0.5040203
[6181,] 0.9639447 0.5040203
[6182,] 0.9689286 0.5050927
[6183,] 0.9689286 0.5050927
[6184,] 0.9689286 0.5050927
[6185,] 0.9689286 0.5036207
[6186,] 0.9689286 0.5046979
[6187,] 0.9689286 0.5046979
[6188,] 0.9689286 0.5046979
[6189,] 0.9670112 0.5046979
[6190,] 0.9670112 0.5050957
[6191,] 0.9827735 0.5050957
[6192,] 0.9827735 0.5050957
[6193,] 0.9760189 0.5000999
[6194,] 0.9760189 0.5000999
[6195,] 0.9760189 0.5021317
[6196,] 0.9760189 0.5021317
[6197,] 0.9760189 0.5021317
[6198,] 0.9888853 0.5025101
[6199,] 0.9888853 0.5025101
[6200,] 0.9830822 0.5005853
[6201,] 0.9830822 0.5005853
[6202,] 1.0105264 0.5005853
[6203,] 1.0105264 0.5005853
[6204,] 1.0105264 0.4989813
[6205,] 1.0117785 0.4989813
[6206,] 1.0117785 0.4989813
[6207,] 1.0117785 0.4989813
[6208,] 1.0117785 0.4985225
[6209,] 1.0119730 0.4982488
[6210,] 1.0119730 0.4976398
[6211,] 1.0119730 0.4976398
[6212,] 1.0022947 0.4976398
[6213,] 1.0022947 0.5018185
[6214,] 1.0022947 0.5020539
[6215,] 1.0022947 0.4998253
[6216,] 1.0022947 0.4998253
[6217,] 1.0170592 0.4998253
[6218,] 1.0006487 0.4998253
[6219,] 1.0006487 0.5015450
[6220,] 0.9895575 0.5015450
[6221,] 0.9895575 0.4997080
[6222,] 0.9861335 0.4997080
[6223,] 0.9861335 0.4997080
[6224,] 0.9935835 0.4997302
[6225,] 0.9902862 0.4997302
[6226,] 0.9902862 0.4997302
[6227,] 1.0057822 0.4997302
[6228,] 1.0057822 0.4991863
[6229,] 1.0057822 0.5002182
[6230,] 1.0095463 0.5008792
[6231,] 1.0095463 0.5008750
[6232,] 0.9904015 0.5008750
[6233,] 1.0089120 0.5008639
[6234,] 1.0089120 0.5008639
[6235,] 0.9860214 0.5008639
[6236,] 0.9860214 0.5008639
[6237,] 0.9890246 0.5008639
[6238,] 0.9890246 0.5008639
[6239,] 0.9890246 0.5032582
[6240,] 0.9890246 0.5032582
[6241,] 1.0020758 0.5019648
[6242,] 1.0020758 0.4994966
[6243,] 1.0020758 0.4959366
[6244,] 1.0020758 0.4953163
[6245,] 1.0020758 0.4953163
[6246,] 1.0600337 0.4948461
[6247,] 1.0515512 0.4948461
[6248,] 1.0414551 0.4954919
[6249,] 1.0414551 0.4954919
[6250,] 1.0414551 0.4953739
[6251,] 1.0431251 0.4953739
[6252,] 1.0355053 0.4953739
[6253,] 1.0355053 0.4953739
[6254,] 1.0355053 0.4953739
[6255,] 1.0355053 0.4960395
[6256,] 1.0355053 0.4960395
[6257,] 1.0320647 0.4960395
[6258,] 1.0320647 0.4987197
[6259,] 1.0320647 0.4997267
[6260,] 1.0253543 0.4997267
[6261,] 1.0253543 0.4997267
[6262,] 1.0264022 0.4997267
[6263,] 1.0045896 0.4997267
[6264,] 1.0045896 0.5002018
[6265,] 0.9848831 0.5032390
[6266,] 0.9642234 0.5032390
[6267,] 0.9687994 0.5032390
[6268,] 0.9687994 0.5032390
[6269,] 0.9687994 0.5057573
[6270,] 0.9433879 0.5057573
[6271,] 0.9780839 0.5057573
[6272,] 0.9513748 0.5071468
[6273,] 0.9513748 0.5071468
[6274,] 0.9513748 0.5071468
[6275,] 0.9470434 0.5071468
[6276,] 0.9470434 0.5071468
[6277,] 0.9470434 0.5071468
[6278,] 0.9470434 0.5071468
[6279,] 0.9470434 0.5049736
[6280,] 0.9470434 0.5050946
[6281,] 0.9470434 0.5051932
[6282,] 0.9613497 0.5051932
[6283,] 0.9680507 0.5051932
[6284,] 0.9424107 0.5051932
[6285,] 0.9424936 0.5051932
[6286,] 0.9424936 0.5051932
[6287,] 0.9424936 0.5065724
[6288,] 0.9424936 0.5065724
[6289,] 0.9566588 0.5066927
[6290,] 0.9488833 0.5084966
[6291,] 0.9609653 0.5067352
[6292,] 0.9609653 0.5067352
[6293,] 0.9609653 0.5067352
[6294,] 0.9609653 0.5067352
[6295,] 0.9609653 0.5059968
[6296,] 0.9609653 0.5059968
[6297,] 0.9719762 0.5059968
[6298,] 0.9719762 0.5047004
[6299,] 0.9719762 0.5052666
[6300,] 0.9597458 0.5063571
[6301,] 0.9597458 0.5063571
[6302,] 0.9597458 0.5066185
[6303,] 0.9470280 0.5066185
[6304,] 0.9565440 0.5052130
[6305,] 0.9426145 0.5043837
[6306,] 0.9426145 0.5068414
[6307,] 0.9547033 0.5068414
[6308,] 0.9547033 0.5068414
[6309,] 0.9547033 0.5068414
[6310,] 0.9547033 0.5068414
[6311,] 0.9547033 0.5068414
[6312,] 0.9408449 0.5068414
[6313,] 0.9577046 0.5068414
[6314,] 0.9395398 0.5068414
[6315,] 0.9395398 0.5072837
[6316,] 0.9395398 0.5051730
[6317,] 0.9395398 0.5047967
[6318,] 0.9395398 0.5050690
[6319,] 0.9395398 0.5051483
[6320,] 0.9395398 0.5051483
[6321,] 0.9627830 0.5039196
[6322,] 0.9627830 0.5039196
[6323,] 0.9818199 0.5039196
[6324,] 0.9818199 0.5039196
[6325,] 0.9818199 0.5039196
[6326,] 0.9890318 0.4990046
[6327,] 1.0202577 0.4990046
[6328,] 1.0202577 0.4990046
[6329,] 1.0202577 0.4990046
[6330,] 1.0011812 0.4990046
[6331,] 1.0011812 0.4990046
[6332,] 1.0001256 0.4990046
[6333,] 1.0223056 0.4990046
[6334,] 1.0278761 0.4993072
[6335,] 0.9963867 0.4989138
[6336,] 1.0310218 0.4977858
[6337,] 1.0342292 0.4967868
[6338,] 1.0435029 0.4967868
[6339,] 1.0435029 0.4952657
[6340,] 1.0354970 0.4957565
[6341,] 1.0342515 0.4957565
[6342,] 1.0346757 0.4957565
[6343,] 1.0335982 0.4957565
[6344,] 1.0279600 0.4977697
[6345,] 1.0279600 0.4960177
[6346,] 1.0279600 0.5004963
[6347,] 1.0327447 0.5004963
[6348,] 1.0327447 0.5004963
[6349,] 1.0111582 0.5004963
[6350,] 1.0111582 0.5004963
[6351,] 1.0189797 0.5004963
[6352,] 1.0157237 0.5005235
[6353,] 1.0157237 0.4986691
[6354,] 1.0223753 0.4986691
[6355,] 1.0223753 0.4979762
[6356,] 1.0161837 0.5007460
[6357,] 1.0161837 0.5007460
[6358,] 0.9862042 0.4995684
[6359,] 0.9862042 0.4995684
[6360,] 0.9989833 0.4995684
[6361,] 1.0123963 0.4995684
[6362,] 1.0199327 0.4995684
[6363,] 1.0199327 0.4969597
[6364,] 1.0199327 0.4980038
[6365,] 1.0122132 0.4980038
[6366,] 1.0122132 0.4980038
[6367,] 1.0236233 0.4980038
[6368,] 1.0236233 0.4991124
[6369,] 1.0236233 0.4988846
[6370,] 1.0236233 0.4995631
[6371,] 1.0280238 0.4990665
[6372,] 0.9971756 0.5028676
[6373,] 0.9971756 0.5004640
[6374,] 0.9971756 0.5004640
[6375,] 0.9971756 0.4986136
[6376,] 1.0192025 0.5011117
[6377,] 1.0192025 0.4972319
[6378,] 1.0192025 0.4972319
[6379,] 1.0192025 0.5006291
[6380,] 1.0192025 0.5006291
[6381,] 0.9878395 0.5006291
[6382,] 0.9878395 0.5042891
[6383,] 0.9878395 0.5042891
[6384,] 0.9886544 0.5042891
[6385,] 0.9689184 0.5053517
[6386,] 0.9689184 0.5053517
[6387,] 0.9689184 0.5053517
[6388,] 0.9705664 0.5024227
[6389,] 0.9705664 0.5024227
[6390,] 0.9821509 0.5024227
[6391,] 0.9821509 0.5039501
[6392,] 0.9821509 0.5039501
[6393,] 0.9821509 0.5036537
[6394,] 0.9821509 0.5037855
[6395,] 0.9821509 0.5037855
[6396,] 0.9821509 0.5037855
[6397,] 0.9673451 0.5035535
[6398,] 0.9673451 0.5035535
[6399,] 0.9673451 0.5035535
[6400,] 0.9673451 0.5035535
[6401,] 0.9673451 0.5056826
[6402,] 0.9673451 0.5052641
[6403,] 0.9586829 0.5052641
[6404,] 0.9725617 0.5052641
[6405,] 0.9725617 0.5045804
[6406,] 0.9725617 0.5042058
[6407,] 0.9725617 0.5042058
[6408,] 0.9725617 0.5072894
[6409,] 0.9725617 0.5060338
[6410,] 0.9725617 0.5044339
[6411,] 0.9725617 0.5044339
[6412,] 0.9725617 0.5044339
[6413,] 0.9725617 0.5044339
[6414,] 0.9681171 0.5062709
[6415,] 0.9700319 0.5017146
[6416,] 0.9700319 0.5017146
[6417,] 0.9700319 0.5017146
[6418,] 0.9700319 0.5058232
[6419,] 0.9828222 0.5030537
[6420,] 0.9828222 0.5037338
[6421,] 0.9828222 0.5037338
[6422,] 0.9828222 0.5031270
[6423,] 0.9828222 0.5031270
[6424,] 0.9828222 0.5031270
[6425,] 0.9828222 0.5031270
[6426,] 0.9828222 0.5037394
[6427,] 0.9828222 0.5037394
[6428,] 0.9738686 0.5037394
[6429,] 0.9761440 0.5037394
[6430,] 0.9830430 0.5052827
[6431,] 0.9598016 0.5052827
[6432,] 0.9763439 0.5052827
[6433,] 0.9763439 0.5052827
[6434,] 0.9763439 0.5020488
[6435,] 0.9763439 0.5020488
[6436,] 0.9764628 0.5044105
[6437,] 0.9727655 0.5044105
[6438,] 0.9727655 0.5058265
[6439,] 0.9727655 0.5035974
[6440,] 0.9776688 0.5040801
[6441,] 0.9776688 0.5038113
[6442,] 0.9620646 0.5038113
[6443,] 0.9797587 0.5043454
[6444,] 0.9797587 0.5043454
[6445,] 0.9797587 0.5054084
[6446,] 0.9777227 0.5054084
[6447,] 0.9777227 0.5009372
[6448,] 0.9777227 0.5043767
[6449,] 0.9777227 0.5043767
[6450,] 0.9503462 0.5076565
[6451,] 0.9503462 0.5076565
[6452,] 0.9503462 0.5076565
[6453,] 0.9503462 0.5076565
[6454,] 0.9249665 0.5076565
[6455,] 0.9599868 0.5073020
[6456,] 0.9353706 0.5073020
[6457,] 0.9353706 0.5090951
[6458,] 0.9439181 0.5090951
[6459,] 0.9439181 0.5090951
[6460,] 0.9439181 0.5071086
[6461,] 0.9439181 0.5071086
[6462,] 0.9439181 0.5055260
[6463,] 0.9660852 0.5030316
[6464,] 0.9487095 0.5050106
[6465,] 0.9555312 0.5050106
[6466,] 0.9555312 0.5050106
[6467,] 0.9555312 0.5050106
[6468,] 0.9555312 0.5054199
[6469,] 0.9542825 0.5054199
[6470,] 0.9542825 0.5054199
[6471,] 0.9542825 0.5077988
[6472,] 0.9542825 0.5077988
[6473,] 0.9542825 0.5077988
[6474,] 0.9542825 0.5039580
[6475,] 0.9614610 0.5030723
[6476,] 0.9614610 0.5030723
[6477,] 0.9781233 0.5030723
[6478,] 0.9781233 0.5030723
[6479,] 0.9712363 0.5023299
[6480,] 0.9712363 0.5023299
[6481,] 0.9658831 0.5054658
[6482,] 0.9658831 0.5054658
[6483,] 0.9658831 0.5054658
[6484,] 0.9658831 0.5029334
[6485,] 0.9658831 0.5029334
[6486,] 0.9644364 0.5029334
[6487,] 0.9806043 0.5033850
[6488,] 0.9721892 0.5039134
[6489,] 0.9721892 0.5039762
[6490,] 0.9721892 0.5039762
[6491,] 0.9721892 0.5039762
[6492,] 0.9564321 0.5062590
[6493,] 0.9564321 0.5048368
[6494,] 0.9717880 0.5046282
[6495,] 0.9717880 0.5045120
[6496,] 0.9688991 0.5045120
[6497,] 0.9831434 0.5034487
[6498,] 0.9536336 0.5040514
[6499,] 0.9536336 0.5040514
[6500,] 0.9779721 0.5040514
[6501,] 0.9623253 0.5040514
[6502,] 0.9623253 0.5040514
[6503,] 0.9790255 0.5035047
[6504,] 0.9602776 0.5038565
[6505,] 0.9602776 0.5058419
[6506,] 0.9602776 0.5058419
[6507,] 0.9285183 0.5058419
[6508,] 0.9285183 0.5058419
[6509,] 0.9494924 0.5058419
[6510,] 0.9494924 0.5069596
[6511,] 0.9561809 0.5069596
[6512,] 0.9469113 0.5069596
[6513,] 0.9469113 0.5069596
[6514,] 0.9469113 0.5069596
[6515,] 0.9576579 0.5069596
[6516,] 0.9576579 0.5069596
[6517,] 0.9576579 0.5066686
[6518,] 0.9576579 0.5079474
[6519,] 0.9409606 0.5079474
[6520,] 0.9466148 0.5086097
[6521,] 0.9466148 0.5086097
[6522,] 0.9438645 0.5086097
[6523,] 0.9438645 0.5086097
[6524,] 0.9264563 0.5100376
[6525,] 0.9264563 0.5100376
[6526,] 0.9264563 0.5102041
[6527,] 0.9264563 0.5090758
[6528,] 0.9264563 0.5090758
[6529,] 0.9264563 0.5090758
[6530,] 0.9264563 0.5090758
[6531,] 0.9264563 0.5106245
[6532,] 0.9264563 0.5112665
[6533,] 0.9320300 0.5111113
[6534,] 0.9320300 0.5111113
[6535,] 0.9320300 0.5111113
[6536,] 0.9320661 0.5086090
[6537,] 0.9308247 0.5085011
[6538,] 0.9308247 0.5074418
[6539,] 0.9515107 0.5074418
[6540,] 0.9515107 0.5067754
[6541,] 0.9515107 0.5068798
[6542,] 0.9515107 0.5068798
[6543,] 0.9515107 0.5025951
[6544,] 0.9515107 0.5056729
[6545,] 0.9515107 0.5056729
[6546,] 0.9515107 0.5056729
[6547,] 0.9515107 0.5088304
[6548,] 0.9515107 0.5078644
[6549,] 0.9515107 0.5056258
[6550,] 0.9857691 0.5056258
[6551,] 0.9751284 0.5034220
[6552,] 0.9852916 0.5034220
[6553,] 1.0067366 0.5034220
[6554,] 1.0067366 0.5008860
[6555,] 1.0067366 0.5008860
[6556,] 0.9845884 0.5008860
[6557,] 0.9845884 0.5008860
[6558,] 0.9845884 0.5010946
[6559,] 1.0078167 0.5010946
[6560,] 0.9815883 0.5011291
[6561,] 0.9695496 0.5016715
[6562,] 0.9695496 0.5041533
[6563,] 0.9695496 0.5041533
[6564,] 0.9752500 0.5015574
[6565,] 0.9969844 0.5015574
[6566,] 0.9969844 0.4994277
[6567,] 0.9892830 0.5013110
[6568,] 0.9977603 0.5013110
[6569,] 0.9697758 0.5053409
[6570,] 0.9697758 0.5031640
[6571,] 0.9803321 0.5031640
[6572,] 0.9779852 0.5030875
[6573,] 0.9779852 0.5030875
[6574,] 0.9779852 0.5030875
[6575,] 0.9779852 0.5026335
[6576,] 0.9779852 0.5030934
[6577,] 0.9779852 0.5030934
[6578,] 0.9779852 0.5037871
[6579,] 0.9832436 0.5037871
[6580,] 0.9790878 0.5029906
[6581,] 0.9790878 0.5043691
[6582,] 0.9790878 0.5043691
[6583,] 0.9610565 0.5043691
[6584,] 0.9610565 0.5056624
[6585,] 0.9610565 0.5049730
[6586,] 0.9610565 0.5063248
[6587,] 0.9624567 0.5063248
[6588,] 0.9563259 0.5057392
[6589,] 0.9414117 0.5079940
[6590,] 0.9278913 0.5079940
[6591,] 0.9278913 0.5075666
[6592,] 0.9278913 0.5075666
[6593,] 0.9278913 0.5075666
[6594,] 0.9253382 0.5082079
[6595,] 0.9253382 0.5082079
[6596,] 0.9253382 0.5082079
[6597,] 0.9475436 0.5082079
[6598,] 0.9475436 0.5058962
[6599,] 0.9475436 0.5058962
[6600,] 0.9475436 0.5058962
[6601,] 0.9475436 0.5058962
[6602,] 0.9911718 0.5018707
[6603,] 0.9790932 0.5018707
[6604,] 0.9916690 0.5018707
[6605,] 0.9916690 0.5018707
[6606,] 0.9916690 0.4976260
[6607,] 0.9916690 0.5059965
[6608,] 0.9916690 0.5060346
[6609,] 0.9916690 0.5060346
[6610,] 0.9786149 0.5060346
[6611,] 0.9786149 0.5061807
[6612,] 0.9514574 0.5041836
[6613,] 0.9514574 0.5087942
[6614,] 0.9560952 0.5087942
[6615,] 0.9569234 0.5087942
[6616,] 0.9240984 0.5115171
[6617,] 0.9240984 0.5115780
[6618,] 0.9240984 0.5126114
[6619,] 0.9069582 0.5126114
[6620,] 0.9304033 0.5126114
[6621,] 0.9029773 0.5126114
[6622,] 0.9029773 0.5138803
[6623,] 0.9199207 0.5138803
[6624,] 0.8890682 0.5138803
[6625,] 0.8799551 0.5138803
[6626,] 0.8818475 0.5160326
[6627,] 0.8727798 0.5174216
[6628,] 0.8783753 0.5155793
[6629,] 0.8770953 0.5155793
[6630,] 0.8770953 0.5155793
[6631,] 0.8700328 0.5160055
[6632,] 0.8678622 0.5192151
[6633,] 0.8678622 0.5192151
[6634,] 0.8678622 0.5195821
[6635,] 0.8678622 0.5195821
[6636,] 0.8678622 0.5154983
[6637,] 0.8815038 0.5154983
[6638,] 0.8922373 0.5147262
[6639,] 0.8922373 0.5147262
[6640,] 0.8975697 0.5147262
[6641,] 0.8984567 0.5147262
[6642,] 0.8883929 0.5147262
[6643,] 0.8940646 0.5147262
[6644,] 0.8880731 0.5147262
[6645,] 0.8880731 0.5147262
[6646,] 0.8880731 0.5147262
[6647,] 0.8880731 0.5173010
[6648,] 0.8880731 0.5133947
[6649,] 0.8880731 0.5155199
[6650,] 0.8930621 0.5139246
[6651,] 0.8930621 0.5139246
[6652,] 0.9042626 0.5139246
[6653,] 0.9042626 0.5139246
[6654,] 0.9042626 0.5139445
[6655,] 0.9042626 0.5118363
[6656,] 0.8985683 0.5118363
[6657,] 0.9044082 0.5148027
[6658,] 0.9044082 0.5110429
[6659,] 0.9044082 0.5110429
[6660,] 0.9090985 0.5124292
[6661,] 0.8724914 0.5124292
[6662,] 0.8724914 0.5124292
[6663,] 0.8724914 0.5148062
[6664,] 0.8724914 0.5175672
[6665,] 0.8771576 0.5130268
[6666,] 0.8771576 0.5130268
[6667,] 0.8756829 0.5130268
[6668,] 0.8894862 0.5162579
[6669,] 0.8894862 0.5162579
[6670,] 0.8894862 0.5162579
[6671,] 0.8894862 0.5162579
[6672,] 0.8894862 0.5168446
[6673,] 0.8894862 0.5168446
[6674,] 0.8894862 0.5168446
[6675,] 0.8662594 0.5168446
[6676,] 0.8662594 0.5168067
[6677,] 0.8662594 0.5168067
[6678,] 0.8750623 0.5168067
[6679,] 0.8750623 0.5168067
[6680,] 0.8750623 0.5168067
[6681,] 0.8809515 0.5134019
[6682,] 0.8878815 0.5167396
[6683,] 0.8535019 0.5187950
[6684,] 0.8535019 0.5182079
[6685,] 0.8609113 0.5182079
[6686,] 0.8686350 0.5194139
[6687,] 0.8686350 0.5160752
[6688,] 0.8591571 0.5160752
[6689,] 0.8591571 0.5194674
[6690,] 0.8591571 0.5194674
[6691,] 0.8591571 0.5188965
[6692,] 0.8591571 0.5188965
[6693,] 0.8591571 0.5188965
[6694,] 0.8584039 0.5188965
[6695,] 0.8612025 0.5176311
[6696,] 0.8612025 0.5183178
[6697,] 0.8612025 0.5186283
[6698,] 0.8690410 0.5186283
[6699,] 0.8690410 0.5186283
[6700,] 0.8568235 0.5186283
[6701,] 0.8713569 0.5186283
[6702,] 0.8702414 0.5186283
[6703,] 0.8702414 0.5176267
[6704,] 0.8702414 0.5182767
[6705,] 0.8565578 0.5201013
[6706,] 0.8565578 0.5201013
[6707,] 0.8565578 0.5201013
[6708,] 0.8565578 0.5181512
[6709,] 0.8565578 0.5189867
[6710,] 0.8565578 0.5180212
[6711,] 0.8770951 0.5180212
[6712,] 0.8558798 0.5180212
[6713,] 0.8937398 0.5159674
[6714,] 0.8937398 0.5159674
[6715,] 0.8701460 0.5189621
[6716,] 0.8636581 0.5174132
[6717,] 0.8628628 0.5174132
[6718,] 0.8628628 0.5174132
[6719,] 0.8523680 0.5205299
[6720,] 0.8523680 0.5205329
[6721,] 0.8523680 0.5205203
[6722,] 0.8544912 0.5205203
[6723,] 0.8538713 0.5187052
[6724,] 0.8658043 0.5187052
[6725,] 0.8857052 0.5169550
[6726,] 0.8857052 0.5169550
[6727,] 0.8577694 0.5173207
[6728,] 0.8631949 0.5173207
[6729,] 0.8651230 0.5186651
[6730,] 0.8651230 0.5157595
[6731,] 0.8802978 0.5157595
[6732,] 0.8819597 0.5157595
[6733,] 0.8819597 0.5157595
[6734,] 0.8819597 0.5158541
[6735,] 0.8819597 0.5158541
[6736,] 0.8819597 0.5158541
[6737,] 0.8867063 0.5158541
[6738,] 0.8791578 0.5138342
[6739,] 0.8791578 0.5146656
[6740,] 0.8995183 0.5173992
[6741,] 0.8775430 0.5173992
[6742,] 0.8597372 0.5173992
[6743,] 0.8634090 0.5166929
[6744,] 0.8634090 0.5176271
[6745,] 0.8634090 0.5176271
[6746,] 0.8728036 0.5176271
[6747,] 0.8797425 0.5165580
[6748,] 0.8649135 0.5165580
[6749,] 0.8584100 0.5167969
[6750,] 0.8584100 0.5155581
[6751,] 0.8584100 0.5155581
[6752,] 0.8584100 0.5167969
[6753,] 0.8529452 0.5167969
[6754,] 0.8635531 0.5167969
[6755,] 0.8635531 0.5153344
[6756,] 0.9070399 0.5137778
[6757,] 0.8912004 0.5137778
[6758,] 0.8912004 0.5137778
[6759,] 0.8912004 0.5137778
[6760,] 0.9059129 0.5137778
[6761,] 0.9059129 0.5137778
[6762,] 0.9059129 0.5133630
[6763,] 0.9059129 0.5133630
[6764,] 0.9059129 0.5112735
[6765,] 0.9059129 0.5112735
[6766,] 0.9059129 0.5112735
[6767,] 0.9076033 0.5131963
[6768,] 0.9264854 0.5088005
[6769,] 0.9264854 0.5109637
[6770,] 0.9264854 0.5129145
[6771,] 0.8992061 0.5139167
[6772,] 0.8992061 0.5118632
[6773,] 0.9089663 0.5118632
[6774,] 0.9148277 0.5118632
[6775,] 0.9148277 0.5102146
[6776,] 0.9148277 0.5102146
[6777,] 0.9148277 0.5102146
[6778,] 0.9012756 0.5118371
[6779,] 0.8972745 0.5118371
[6780,] 0.8959013 0.5147164
[6781,] 0.8944355 0.5108503
[6782,] 0.8944355 0.5096952
[6783,] 0.9599240 0.5062010
[6784,] 0.9599240 0.5062010
[6785,] 0.9453905 0.5048730
[6786,] 0.9311257 0.5057563
[6787,] 0.9717352 0.5038999
[6788,] 0.9785235 0.5038999
[6789,] 0.9785235 0.5051424
[6790,] 0.9785235 0.5057283
[6791,] 0.9785235 0.5044833
[6792,] 0.9785235 0.5056823
[6793,] 0.9568896 0.5083460
[6794,] 0.9568896 0.5077772
[6795,] 0.9463591 0.5068641
[6796,] 0.9463591 0.5090184
[6797,] 0.9463591 0.5090184
[6798,] 0.9445616 0.5090184
[6799,] 0.9445616 0.5084360
[6800,] 0.9445616 0.5084360
[6801,] 0.9445616 0.5084360
[6802,] 0.9256760 0.5084360
[6803,] 0.9256760 0.5084360
[6804,] 0.9256760 0.5098089
[6805,] 0.9334723 0.5098089
[6806,] 0.9334723 0.5098089
[6807,] 0.9334723 0.5098089
[6808,] 0.9390104 0.5093813
[6809,] 0.9390104 0.5093813
[6810,] 0.9390104 0.5093813
[6811,] 0.9390104 0.5093813
[6812,] 0.9260456 0.5093813
[6813,] 0.9202747 0.5103562
[6814,] 0.9202747 0.5118238
[6815,] 0.9205503 0.5105099
[6816,] 0.9127458 0.5099659
[6817,] 0.9330071 0.5099659
[6818,] 0.8986470 0.5099659
[6819,] 0.8986470 0.5156210
[6820,] 0.8986470 0.5156210
[6821,] 0.8986470 0.5156210
[6822,] 0.9061686 0.5156210
[6823,] 0.8923539 0.5156210
[6824,] 0.8891171 0.5194448
[6825,] 0.8891171 0.5153291
[6826,] 0.8929539 0.5153291
[6827,] 0.8929539 0.5146882
[6828,] 0.8929539 0.5146882
[6829,] 0.8929539 0.5137567
[6830,] 0.9031032 0.5137567
[6831,] 0.9031032 0.5137567
[6832,] 0.9031032 0.5137567
[6833,] 0.9031032 0.5114648
[6834,] 0.8854131 0.5150157
[6835,] 0.9100981 0.5150157
[6836,] 0.9100981 0.5129762
[6837,] 0.9100981 0.5129762
[6838,] 0.8947569 0.5129762
[6839,] 0.8947569 0.5144772
[6840,] 0.9107411 0.5108526
[6841,] 0.9107411 0.5093862
[6842,] 0.9209717 0.5093862
[6843,] 0.9209717 0.5093862
[6844,] 0.9209717 0.5093862
[6845,] 0.9209717 0.5108089
[6846,] 0.9209717 0.5108089
[6847,] 0.9273703 0.5108089
[6848,] 0.9273703 0.5108029
[6849,] 0.9273703 0.5095035
[6850,] 0.9273703 0.5060727
[6851,] 0.9273703 0.5052317
[6852,] 0.9330428 0.5067034
[6853,] 0.9469570 0.5077834
[6854,] 0.9469570 0.5077834
[6855,] 0.9469570 0.5077834
[6856,] 0.9469570 0.5077834
[6857,] 0.9469570 0.5077834
[6858,] 0.9245872 0.5123085
[6859,] 0.9293033 0.5123085
[6860,] 0.9175515 0.5127420
[6861,] 0.9007270 0.5127420
[6862,] 0.9007270 0.5127420
[6863,] 0.9007270 0.5127420
[6864,] 0.9007270 0.5117624
[6865,] 0.9043222 0.5117624
[6866,] 0.8974739 0.5142713
[6867,] 0.8974739 0.5142713
[6868,] 0.8974739 0.5116274
[6869,] 0.8974739 0.5128895
[6870,] 0.8974739 0.5128895
[6871,] 0.8974739 0.5147894
[6872,] 0.8864705 0.5116610
[6873,] 0.8864705 0.5156273
[6874,] 0.8948927 0.5156273
[6875,] 0.8627659 0.5156273
[6876,] 0.8795951 0.5156273
[6877,] 0.8795951 0.5156273
[6878,] 0.8795951 0.5156273
[6879,] 0.8795951 0.5156273
[6880,] 0.8772420 0.5156273
[6881,] 0.8772420 0.5156273
[6882,] 0.8772420 0.5156273
[6883,] 0.8772420 0.5156273
[6884,] 0.8772420 0.5156273
[6885,] 0.8759263 0.5156273
[6886,] 0.8759263 0.5173611
[6887,] 0.8685288 0.5173611
[6888,] 0.8685288 0.5173611
[6889,] 0.8685288 0.5173611
[6890,] 0.8659874 0.5173611
[6891,] 0.8659874 0.5173611
[6892,] 0.8659874 0.5160646
[6893,] 0.8906538 0.5148758
[6894,] 0.8906538 0.5148758
[6895,] 0.8955979 0.5171974
[6896,] 0.8955979 0.5171974
[6897,] 0.8369531 0.5171974
[6898,] 0.8478992 0.5181289
[6899,] 0.8528702 0.5181289
[6900,] 0.8627681 0.5181289
[6901,] 0.8627681 0.5170924
[6902,] 0.8627681 0.5149919
[6903,] 0.8627681 0.5160817
[6904,] 0.8627681 0.5179810
[6905,] 0.8627681 0.5179810
[6906,] 0.8627681 0.5179810
[6907,] 0.8627681 0.5179810
[6908,] 0.8682134 0.5160318
[6909,] 0.8694134 0.5160318
[6910,] 0.8694134 0.5170939
[6911,] 0.8694134 0.5161739
[6912,] 0.8779975 0.5161739
[6913,] 0.8735892 0.5161739
[6914,] 0.8753387 0.5161739
[6915,] 0.8753387 0.5146901
[6916,] 0.8853488 0.5145661
[6917,] 0.8739010 0.5169282
[6918,] 0.8739010 0.5160924
[6919,] 0.8787579 0.5160924
[6920,] 0.8565809 0.5182634
[6921,] 0.8565809 0.5182634
[6922,] 0.8565809 0.5182634
[6923,] 0.8565809 0.5195595
[6924,] 0.8565809 0.5195595
[6925,] 0.8565809 0.5195595
[6926,] 0.8565809 0.5195595
[6927,] 0.8593136 0.5195595
[6928,] 0.8618344 0.5195595
[6929,] 0.8618344 0.5186972
[6930,] 0.8567609 0.5186972
[6931,] 0.8567609 0.5169257
[6932,] 0.8689626 0.5190889
[6933,] 0.8689626 0.5190889
[6934,] 0.8534048 0.5190889
[6935,] 0.8534048 0.5190520
[6936,] 0.8599277 0.5174660
[6937,] 0.8516959 0.5178492
[6938,] 0.8551281 0.5178492
[6939,] 0.8551281 0.5178492
[6940,] 0.8551281 0.5193922
[6941,] 0.8551281 0.5192748
[6942,] 0.8551281 0.5192748
[6943,] 0.8551281 0.5189695
[6944,] 0.8551281 0.5189695
[6945,] 0.8285833 0.5207522
[6946,] 0.8285833 0.5207522
[6947,] 0.8285833 0.5207522
[6948,] 0.8285833 0.5203664
[6949,] 0.8285833 0.5203664
[6950,] 0.8376881 0.5213246
[6951,] 0.8416126 0.5213246
[6952,] 0.8324049 0.5213246
[6953,] 0.8324049 0.5221712
[6954,] 0.8211662 0.5217973
[6955,] 0.8211662 0.5217973
[6956,] 0.8211662 0.5217973
[6957,] 0.8201265 0.5217973
[6958,] 0.8375257 0.5217973
[6959,] 0.8375257 0.5219608
[6960,] 0.8200027 0.5219608
[6961,] 0.8200027 0.5219608
[6962,] 0.8200027 0.5233215
[6963,] 0.8220920 0.5233215
[6964,] 0.8220920 0.5233215
[6965,] 0.8220920 0.5233215
[6966,] 0.8220920 0.5211124
[6967,] 0.8220920 0.5211124
[6968,] 0.8377506 0.5211124
[6969,] 0.8377506 0.5211124
[6970,] 0.8377506 0.5211124
[6971,] 0.8319284 0.5211124
[6972,] 0.8534065 0.5211124
[6973,] 0.8534065 0.5191613
[6974,] 0.8534065 0.5191613
[6975,] 0.8604176 0.5142615
[6976,] 0.8604176 0.5142615
[6977,] 0.8604176 0.5166954
[6978,] 0.8604176 0.5180636
[6979,] 0.8604176 0.5180636
[6980,] 0.8604176 0.5180636
[6981,] 0.8604176 0.5191458
[6982,] 0.8604176 0.5191458
[6983,] 0.8584448 0.5191458
[6984,] 0.8529794 0.5191458
[6985,] 0.8572265 0.5191458
[6986,] 0.8572265 0.5191458
[6987,] 0.8572265 0.5191458
[6988,] 0.8572265 0.5193102
[6989,] 0.8549968 0.5193102
[6990,] 0.8726526 0.5193102
[6991,] 0.8726526 0.5193102
[6992,] 0.8730683 0.5193102
[6993,] 0.8730683 0.5193102
[6994,] 0.8705502 0.5193102
[6995,] 0.8552457 0.5193102
[6996,] 0.8552457 0.5193102
[6997,] 0.8457260 0.5192656
[6998,] 0.8457260 0.5192656
[6999,] 0.8457260 0.5199373
[7000,] 0.8570840 0.5197336
[7001,] 0.8522354 0.5197336
[7002,] 0.8522354 0.5200252
[7003,] 0.8522354 0.5200252
[7004,] 0.8522354 0.5200252
[7005,] 0.8522354 0.5200252
[7006,] 0.8522907 0.5182811
[7007,] 0.8490406 0.5200085
[7008,] 0.8571661 0.5200085
[7009,] 0.8571661 0.5200085
[7010,] 0.8571661 0.5200085
[7011,] 0.8566565 0.5193180
[7012,] 0.8566565 0.5174022
[7013,] 0.8805413 0.5174022
[7014,] 0.8805413 0.5159973
[7015,] 0.8805413 0.5159973
[7016,] 0.8805413 0.5159973
[7017,] 0.8920550 0.5159973
[7018,] 0.8920550 0.5159973
[7019,] 0.8600729 0.5159973
[7020,] 0.8642544 0.5159973
[7021,] 0.8566531 0.5159973
[7022,] 0.8725526 0.5168421
[7023,] 0.8725526 0.5168421
[7024,] 0.8725526 0.5168421
[7025,] 0.8725526 0.5168421
[7026,] 0.8725526 0.5168421
[7027,] 0.8725526 0.5171473
[7028,] 0.8797546 0.5171473
[7029,] 0.8797546 0.5171473
[7030,] 0.8797546 0.5149696
[7031,] 0.8777189 0.5170529
[7032,] 0.8777189 0.5170529
[7033,] 0.8777189 0.5170529
[7034,] 0.8777189 0.5121059
[7035,] 0.8777189 0.5145066
[7036,] 0.8810527 0.5145066
[7037,] 0.8810527 0.5145066
[7038,] 0.8755587 0.5145771
[7039,] 0.9133539 0.5097700
[7040,] 0.9060159 0.5134541
[7041,] 0.9100624 0.5134541
[7042,] 0.9100624 0.5134541
[7043,] 0.8865312 0.5134541
[7044,] 0.8865312 0.5180114
[7045,] 0.8780246 0.5135841
[7046,] 0.8780246 0.5140777
[7047,] 0.8780246 0.5140777
[7048,] 0.9132299 0.5140777
[7049,] 0.9132299 0.5095307
[7050,] 0.9298748 0.5049544
[7051,] 0.9298748 0.5049544
[7052,] 0.9275334 0.5070726
[7053,] 0.9512232 0.5066896
[7054,] 0.9512232 0.5066896
[7055,] 0.9512232 0.5066896
[7056,] 0.9512232 0.5069753
[7057,] 0.9512232 0.5066782
[7058,] 0.9405020 0.5071495
[7059,] 0.9405020 0.5071495
[7060,] 0.9405020 0.5077467
[7061,] 0.9405020 0.5077467
[7062,] 0.9405020 0.5077467
[7063,] 0.9405020 0.5077467
[7064,] 0.9365992 0.5077467
[7065,] 0.9461304 0.5077467
[7066,] 0.9461304 0.5077467
[7067,] 0.9461304 0.5077467
[7068,] 0.9500548 0.5077467
[7069,] 0.9317916 0.5090562
[7070,] 0.9258933 0.5090562
[7071,] 0.9258933 0.5090562
[7072,] 0.9298118 0.5090562
[7073,] 0.9363939 0.5090562
[7074,] 0.9363939 0.5090562
[7075,] 0.9289543 0.5090562
[7076,] 0.9289543 0.5091905
[7077,] 0.9256415 0.5091905
[7078,] 0.9381927 0.5091905
[7079,] 0.9380354 0.5099087
[7080,] 0.9291686 0.5099087
[7081,] 0.9291686 0.5099087
[7082,] 0.9291686 0.5115741
[7083,] 0.9114746 0.5115741
[7084,] 0.9114746 0.5115741
[7085,] 0.9114746 0.5131724
[7086,] 0.9114746 0.5131724
[7087,] 0.9004854 0.5131724
[7088,] 0.9004854 0.5131724
[7089,] 0.9004854 0.5131724
[7090,] 0.9004854 0.5126212
[7091,] 0.9004854 0.5126212
[7092,] 0.9007385 0.5126212
[7093,] 0.9006033 0.5141865
[7094,] 0.9006033 0.5124194
[7095,] 0.9006033 0.5124194
[7096,] 0.9006033 0.5110219
[7097,] 0.9154381 0.5110219
[7098,] 0.9154381 0.5110219
[7099,] 0.9154381 0.5159198
[7100,] 0.9043281 0.5154700
[7101,] 0.8894171 0.5150032
[7102,] 0.8894171 0.5150032
[7103,] 0.8894171 0.5150032
[7104,] 0.8894171 0.5150032
[7105,] 0.8894171 0.5150032
[7106,] 0.8894171 0.5150032
[7107,] 0.8894171 0.5146650
[7108,] 0.8760372 0.5146650
[7109,] 0.8760372 0.5146650
[7110,] 0.9136867 0.5115682
[7111,] 0.9136867 0.5115682
[7112,] 0.9136867 0.5115682
[7113,] 0.9136867 0.5115682
[7114,] 0.9016518 0.5115682
[7115,] 0.8974711 0.5115682
[7116,] 0.9107415 0.5115682
[7117,] 0.9107415 0.5122212
[7118,] 0.9021291 0.5122212
[7119,] 0.9021291 0.5122212
[7120,] 0.9021291 0.5122212
[7121,] 0.9223401 0.5105438
[7122,] 0.9223401 0.5105438
[7123,] 0.9223401 0.5099585
[7124,] 0.9223401 0.5099585
[7125,] 0.9223401 0.5099585
[7126,] 0.9223401 0.5099585
[7127,] 0.9223401 0.5099585
[7128,] 0.9223401 0.5135317
[7129,] 0.9223401 0.5135317
[7130,] 0.9268150 0.5096167
[7131,] 0.9268150 0.5096167
[7132,] 0.9324491 0.5096167
[7133,] 0.9324491 0.5096167
[7134,] 0.9324491 0.5096167
[7135,] 0.9306579 0.5101217
[7136,] 0.9312385 0.5101217
[7137,] 0.9312385 0.5105208
[7138,] 0.9153826 0.5098525
[7139,] 0.9139482 0.5092079
[7140,] 0.9139482 0.5092079
[7141,] 0.9139482 0.5101858
[7142,] 0.9322032 0.5101858
[7143,] 0.9322032 0.5090370
[7144,] 0.9322032 0.5090370
[7145,] 0.9556426 0.5021267
[7146,] 0.9890096 0.5021267
[7147,] 0.9890096 0.5012143
[7148,] 0.9890096 0.5012143
[7149,] 0.9890096 0.5013349
[7150,] 0.9943336 0.5015310
[7151,] 0.9943336 0.5015310
[7152,] 0.9943336 0.5015310
[7153,] 0.9943336 0.5007847
[7154,] 0.9943336 0.5002539
[7155,] 0.9943336 0.5042659
[7156,] 0.9943336 0.5030388
[7157,] 0.9692813 0.5059106
[7158,] 0.9692813 0.5038357
[7159,] 0.9692813 0.5038357
[7160,] 0.9692813 0.5037110
[7161,] 0.9694318 0.5037110
[7162,] 0.9679321 0.5037110
[7163,] 0.9679321 0.5037110
[7164,] 0.9679321 0.5023514
[7165,] 0.9685847 0.5038243
[7166,] 0.9805741 0.5038243
[7167,] 0.9805741 0.5038243
[7168,] 0.9805741 0.5023159
[7169,] 0.9776512 0.5025909
[7170,] 0.9727972 0.5060013
[7171,] 0.9727972 0.5060013
[7172,] 0.9524543 0.5057948
[7173,] 0.9774668 0.5057948
[7174,] 0.9684517 0.5051567
[7175,] 0.9525522 0.5066666
[7176,] 0.9524089 0.5064890
[7177,] 0.9524089 0.5064890
[7178,] 0.9566588 0.5064890
[7179,] 0.9428101 0.5064890
[7180,] 0.9433144 0.5064890
[7181,] 0.9660888 0.5064890
[7182,] 0.9541005 0.5064890
[7183,] 0.9541005 0.5064097
[7184,] 0.9541005 0.5064097
[7185,] 0.9542489 0.5079964
[7186,] 0.9542489 0.5066497
[7187,] 0.9493991 0.5066497
[7188,] 0.9493991 0.5084863
[7189,] 0.9200101 0.5084863
[7190,] 0.9114652 0.5107429
[7191,] 0.8997101 0.5136396
[7192,] 0.9152590 0.5136396
[7193,] 0.9152590 0.5136396
[7194,] 0.9152590 0.5136396
[7195,] 0.9152590 0.5136396
[7196,] 0.9152590 0.5136248
[7197,] 0.9109872 0.5115018
[7198,] 0.9030386 0.5114320
[7199,] 0.9030386 0.5114320
[7200,] 0.9030386 0.5114320
[7201,] 0.9247170 0.5114320
[7202,] 0.9212516 0.5128979
[7203,] 0.9212516 0.5128979
[7204,] 0.9136656 0.5128979
[7205,] 0.9136656 0.5128979
[7206,] 0.9023839 0.5153778
[7207,] 0.9066464 0.5153778
[7208,] 0.8548384 0.5153778
[7209,] 0.8590277 0.5170435
[7210,] 0.8590277 0.5170435
[7211,] 0.8590277 0.5170435
[7212,] 0.8590277 0.5158878
[7213,] 0.8816319 0.5144530
[7214,] 0.8853492 0.5144530
[7215,] 0.8853492 0.5144530
[7216,] 0.8853492 0.5167269
[7217,] 0.8853492 0.5167269
[7218,] 0.8631932 0.5167269
[7219,] 0.8631932 0.5195725
[7220,] 0.8393085 0.5207944
[7221,] 0.8354347 0.5207944
[7222,] 0.8384950 0.5229075
[7223,] 0.8368813 0.5229075
[7224,] 0.8369584 0.5187542
[7225,] 0.8377041 0.5211239
[7226,] 0.8377041 0.5184168
[7227,] 0.8377041 0.5208842
[7228,] 0.8377041 0.5208842
[7229,] 0.8386438 0.5194749
[7230,] 0.8404139 0.5219382
[7231,] 0.8301129 0.5239741
[7232,] 0.8268645 0.5225900
[7233,] 0.8251894 0.5225900
[7234,] 0.8150507 0.5240346
[7235,] 0.8150507 0.5240346
[7236,] 0.8150507 0.5240346
[7237,] 0.8150507 0.5224608
[7238,] 0.8220374 0.5224608
[7239,] 0.8220374 0.5224608
[7240,] 0.8220374 0.5211330
[7241,] 0.8383662 0.5209840
[7242,] 0.8383662 0.5209840
[7243,] 0.8383662 0.5209840
[7244,] 0.8281509 0.5209840
[7245,] 0.8281509 0.5209840
[7246,] 0.8281509 0.5209840
[7247,] 0.8281509 0.5209840
[7248,] 0.8374246 0.5209840
[7249,] 0.8374246 0.5209840
[7250,] 0.8374246 0.5226364
[7251,] 0.8325324 0.5226364
[7252,] 0.8368787 0.5226364
[7253,] 0.8199746 0.5226364
[7254,] 0.8199746 0.5226364
[7255,] 0.8278725 0.5226364
[7256,] 0.8278725 0.5226364
[7257,] 0.8278725 0.5212861
[7258,] 0.8278725 0.5220167
[7259,] 0.8278725 0.5204380
[7260,] 0.8278725 0.5204380
[7261,] 0.8335622 0.5204380
[7262,] 0.8335622 0.5232646
[7263,] 0.8335622 0.5232646
[7264,] 0.8335622 0.5200744
[7265,] 0.8335622 0.5205960
[7266,] 0.8335622 0.5205960
[7267,] 0.8435651 0.5236134
[7268,] 0.8435651 0.5236134
[7269,] 0.8310490 0.5236207
[7270,] 0.8153106 0.5236207
[7271,] 0.8153106 0.5236207
[7272,] 0.7986983 0.5236207
[7273,] 0.7986983 0.5272517
[7274,] 0.7892670 0.5272517
[7275,] 0.7892670 0.5272517
[7276,] 0.8025902 0.5272517
[7277,] 0.8004762 0.5258109
[7278,] 0.7989135 0.5258109
[7279,] 0.7989135 0.5258109
[7280,] 0.8092031 0.5258109
[7281,] 0.8092031 0.5258109
[7282,] 0.8092031 0.5258109
[7283,] 0.8176997 0.5262041
[7284,] 0.8176997 0.5226974
[7285,] 0.8176997 0.5226974
[7286,] 0.8176997 0.5242716
[7287,] 0.8175366 0.5220031
[7288,] 0.8175366 0.5220031
[7289,] 0.8003320 0.5220031
[7290,] 0.8003320 0.5225713
[7291,] 0.8049204 0.5238185
[7292,] 0.8049204 0.5238185
[7293,] 0.8383593 0.5238185
[7294,] 0.8383593 0.5238185
[7295,] 0.8007856 0.5237467
[7296,] 0.8007856 0.5237467
[7297,] 0.7853330 0.5237467
[7298,] 0.7871490 0.5237467
[7299,] 0.8099480 0.5237467
[7300,] 0.8175703 0.5237467
[7301,] 0.8169583 0.5237467
[7302,] 0.8230909 0.5237467
[7303,] 0.8230909 0.5195374
[7304,] 0.8230909 0.5254715
[7305,] 0.8230909 0.5228858
[7306,] 0.8230909 0.5228858
[7307,] 0.8247108 0.5231542
[7308,] 0.8247108 0.5231542
[7309,] 0.8247108 0.5224305
[7310,] 0.8247108 0.5224305
[7311,] 0.8240541 0.5227969
[7312,] 0.8240541 0.5226261
[7313,] 0.8405917 0.5226261
[7314,] 0.8518941 0.5226261
[7315,] 0.8518941 0.5197673
[7316,] 0.8518941 0.5197673
[7317,] 0.8513573 0.5197673
[7318,] 0.8547173 0.5197673
[7319,] 0.8547173 0.5197673
[7320,] 0.8547173 0.5197673
[7321,] 0.8442815 0.5197673
[7322,] 0.8442815 0.5195552
[7323,] 0.8722526 0.5195552
[7324,] 0.8722526 0.5135236
[7325,] 0.8864186 0.5135236
[7326,] 0.8816598 0.5173200
[7327,] 0.8816598 0.5173200
[7328,] 0.8816598 0.5134426
[7329,] 0.9005988 0.5134426
[7330,] 0.9005988 0.5134426
[7331,] 0.9005988 0.5134426
[7332,] 0.9033762 0.5126811
[7333,] 0.9033762 0.5126811
[7334,] 0.9033762 0.5145192
[7335,] 0.8753160 0.5153477
[7336,] 0.8753160 0.5153477
[7337,] 0.8753160 0.5153477
[7338,] 0.8812204 0.5133450
[7339,] 0.8812204 0.5160007
[7340,] 0.8812204 0.5171157
[7341,] 0.8812204 0.5151184
[7342,] 0.8812204 0.5151184
[7343,] 0.8791102 0.5161807
[7344,] 0.8791102 0.5166753
[7345,] 0.8791102 0.5171259
[7346,] 0.8870625 0.5141643
[7347,] 0.8870625 0.5141643
[7348,] 0.8734512 0.5141643
[7349,] 0.8734512 0.5141643
[7350,] 0.8972925 0.5141643
[7351,] 0.8972925 0.5136146
[7352,] 0.8972925 0.5136146
[7353,] 0.8972925 0.5136146
[7354,] 0.8972925 0.5136146
[7355,] 0.9140548 0.5143272
[7356,] 0.9067317 0.5104146
[7357,] 0.9121465 0.5104146
[7358,] 0.9121465 0.5128963
[7359,] 0.9121465 0.5122833
[7360,] 0.9121465 0.5104789
[7361,] 0.9121465 0.5104789
[7362,] 0.9106092 0.5115925
[7363,] 0.9028272 0.5143328
[7364,] 0.9028272 0.5143328
[7365,] 0.9060140 0.5129277
[7366,] 0.9040468 0.5129277
[7367,] 0.9040468 0.5129533
[7368,] 0.9048006 0.5109260
[7369,] 0.9048006 0.5109260
[7370,] 0.9315486 0.5109260
[7371,] 0.9315486 0.5109260
[7372,] 0.9315486 0.5106395
[7373,] 0.9315486 0.5106395
[7374,] 0.9315486 0.5108316
[7375,] 0.9052417 0.5123057
[7376,] 0.9114880 0.5123057
[7377,] 0.9114880 0.5115448
[7378,] 0.9114880 0.5123789
[7379,] 0.9114880 0.5146293
[7380,] 0.8647211 0.5146293
[7381,] 0.8647211 0.5146293
[7382,] 0.8920284 0.5146293
[7383,] 0.8920284 0.5146293
[7384,] 0.8920284 0.5146293
[7385,] 0.8920284 0.5146293
[7386,] 0.8920284 0.5165334
[7387,] 0.8920284 0.5139636
[7388,] 0.8920284 0.5139636
[7389,] 0.8920284 0.5139636
[7390,] 0.8780739 0.5139636
[7391,] 0.8969311 0.5139636
[7392,] 0.8969311 0.5139636
[7393,] 0.8718079 0.5139636
[7394,] 0.8718079 0.5139636
[7395,] 0.8836865 0.5139636
[7396,] 0.9204638 0.5135322
[7397,] 0.9204638 0.5135322
[7398,] 0.8990249 0.5139969
[7399,] 0.8990249 0.5126736
[7400,] 0.8990249 0.5126736
[7401,] 0.8756852 0.5126736
[7402,] 0.8756852 0.5194033
[7403,] 0.8756852 0.5152635
[7404,] 0.8666481 0.5187361
[7405,] 0.8666481 0.5180858
[7406,] 0.8666481 0.5169378
[7407,] 0.8666481 0.5169378
[7408,] 0.8666481 0.5194205
[7409,] 0.8723816 0.5194205
[7410,] 0.8402437 0.5194205
[7411,] 0.8402437 0.5194205
[7412,] 0.8402437 0.5194205
[7413,] 0.8436577 0.5194205
[7414,] 0.8599742 0.5224777
[7415,] 0.8495002 0.5224777
[7416,] 0.8495002 0.5224777
[7417,] 0.8458100 0.5224777
[7418,] 0.8293350 0.5224777
[7419,] 0.8387246 0.5229617
[7420,] 0.8387246 0.5218611
[7421,] 0.8387246 0.5212524
[7422,] 0.8387246 0.5216942
[7423,] 0.8387246 0.5193775
[7424,] 0.8387246 0.5202490
[7425,] 0.8387246 0.5202490
[7426,] 0.8387246 0.5202490
[7427,] 0.8387246 0.5193366
[7428,] 0.8611045 0.5200937
[7429,] 0.8367634 0.5200937
[7430,] 0.8542987 0.5200937
[7431,] 0.8542987 0.5153897
[7432,] 0.8542987 0.5153897
[7433,] 0.9068253 0.5153897
[7434,] 0.9063887 0.5143520
[7435,] 0.9063887 0.5129573
[7436,] 0.9063887 0.5105789
[7437,] 0.9258285 0.5108507
[7438,] 0.9258285 0.5080760
[7439,] 0.9258285 0.5080760
[7440,] 0.9411005 0.5080760
[7441,] 0.9411005 0.5080760
[7442,] 0.9315352 0.5078070
[7443,] 0.9315352 0.5078070
[7444,] 0.9315352 0.5064213
[7445,] 0.9315352 0.5064213
[7446,] 0.9495487 0.5064213
[7447,] 0.9495487 0.5064213
[7448,] 0.9518244 0.5064213
[7449,] 0.9518244 0.5080190
[7450,] 0.9431014 0.5080190
[7451,] 0.9431014 0.5080190
[7452,] 0.9410545 0.5080190
[7453,] 0.9522899 0.5080882
[7454,] 0.9522899 0.5080882
[7455,] 0.9522899 0.5080882
[7456,] 0.9528835 0.5078353
[7457,] 0.9232302 0.5078353
[7458,] 0.9232302 0.5087488
[7459,] 0.9232302 0.5087488
[7460,] 0.9534165 0.5087488
[7461,] 0.9674069 0.5055520
[7462,] 0.9674069 0.5055520
[7463,] 0.9674069 0.5055520
[7464,] 0.9521587 0.5055520
[7465,] 0.9521587 0.5068456
[7466,] 0.9521587 0.5083232
[7467,] 0.9521587 0.5072119
[7468,] 0.9546986 0.5072119
[7469,] 0.9546986 0.5072119
[7470,] 0.9546986 0.5072119
[7471,] 0.9431290 0.5072119
[7472,] 0.9622426 0.5072119
[7473,] 0.9270834 0.5072119
[7474,] 0.9270834 0.5103567
[7475,] 0.9244385 0.5103567
[7476,] 0.9077420 0.5103567
[7477,] 0.9077420 0.5142805
[7478,] 0.8964865 0.5125191
[7479,] 0.8964865 0.5141522
[7480,] 0.9001343 0.5141522
[7481,] 0.9238908 0.5141522
[7482,] 0.9238908 0.5133547
[7483,] 0.9238908 0.5133547
[7484,] 0.9218496 0.5133547
[7485,] 0.9218496 0.5089217
[7486,] 0.9378205 0.5089217
[7487,] 0.9378205 0.5089217
[7488,] 0.9378205 0.5089217
[7489,] 0.9378205 0.5089217
[7490,] 0.9378205 0.5059337
[7491,] 0.9378205 0.5063952
[7492,] 0.9378205 0.5108667
[7493,] 0.9378205 0.5109047
[7494,] 0.9053078 0.5109047
[7495,] 0.9219105 0.5109047
[7496,] 0.9219105 0.5126346
[7497,] 0.9155335 0.5126346
[7498,] 0.9135167 0.5126346
[7499,] 0.9135167 0.5129982
[7500,] 0.9135167 0.5095438
[7501,] 0.9428811 0.5095438
[7502,] 0.9300426 0.5083117
[7503,] 0.9300426 0.5083117
[7504,] 0.9251954 0.5083117
[7505,] 0.9304012 0.5083117
[7506,] 0.9476269 0.5095617
[7507,] 0.9359375 0.5095617
[7508,] 0.9359375 0.5095617
[7509,] 0.9359375 0.5060842
[7510,] 0.9359375 0.5060842
[7511,] 0.9469227 0.5090407
[7512,] 0.9469227 0.5090407
[7513,] 0.9469227 0.5090407
[7514,] 0.9469227 0.5090407
[7515,] 0.9480153 0.5090407
[7516,] 0.9480153 0.5090407
[7517,] 0.9480153 0.5092086
[7518,] 0.9480153 0.5087507
[7519,] 0.9480153 0.5069032
[7520,] 0.9480153 0.5069032
[7521,] 0.9784779 0.5064995
[7522,] 0.9784779 0.5064995
[7523,] 0.9729134 0.5076355
[7524,] 0.9729134 0.5066318
[7525,] 0.9510311 0.5066318
[7526,] 0.9540824 0.5066194
[7527,] 0.9540824 0.5066194
[7528,] 0.9540824 0.5070523
[7529,] 0.9699160 0.5072444
[7530,] 0.9699160 0.5072444
[7531,] 0.9699160 0.5072444
[7532,] 0.9506670 0.5067196
[7533,] 0.9506670 0.5067196
[7534,] 0.9506670 0.5067196
[7535,] 0.9506670 0.5089779
[7536,] 0.9167359 0.5098768
[7537,] 0.9353138 0.5098768
[7538,] 0.9353138 0.5119639
[7539,] 0.9353138 0.5103523
[7540,] 0.9201038 0.5114974
[7541,] 0.9201038 0.5114974
[7542,] 0.9201038 0.5126046
[7543,] 0.9201038 0.5100975
[7544,] 0.9201038 0.5100975
[7545,] 0.9201038 0.5096817
[7546,] 0.9201038 0.5096817
[7547,] 0.9272564 0.5096817
[7548,] 0.9272564 0.5088667
[7549,] 0.9272564 0.5088667
[7550,] 0.9268495 0.5063946
[7551,] 0.9387398 0.5063946
[7552,] 0.9387398 0.5063946
[7553,] 0.9387398 0.5063946
[7554,] 0.9387398 0.5063946
[7555,] 0.9674874 0.5063946
[7556,] 0.9479750 0.5063946
[7557,] 0.9305187 0.5063946
[7558,] 0.9305187 0.5088461
[7559,] 0.9305187 0.5095227
[7560,] 0.9299329 0.5095227
[7561,] 0.9161336 0.5095227
[7562,] 0.9054268 0.5095227
[7563,] 0.9086307 0.5095227
[7564,] 0.9101195 0.5095227
[7565,] 0.9101195 0.5103753
[7566,] 0.9221969 0.5100065
[7567,] 0.9221969 0.5100065
[7568,] 0.9221969 0.5113685
[7569,] 0.9094465 0.5124573
[7570,] 0.9122748 0.5124573
[7571,] 0.9122748 0.5105974
[7572,] 0.9122748 0.5136089
[7573,] 0.9137751 0.5083570
[7574,] 0.9137751 0.5083570
[7575,] 0.9401867 0.5083570
[7576,] 0.9401867 0.5060108
[7577,] 0.9643024 0.5066294
[7578,] 0.9678305 0.5066294
[7579,] 0.9805971 0.5057164
[7580,] 0.9587043 0.5057164
[7581,] 0.9587043 0.5057164
[7582,] 0.9587043 0.5062683
[7583,] 0.9587043 0.5062683
[7584,] 0.9587043 0.5030481
[7585,] 0.9587043 0.5033958
[7586,] 0.9804558 0.5027238
[7587,] 0.9804558 0.5027238
[7588,] 0.9804558 0.5024868
[7589,] 0.9804558 0.5024868
[7590,] 0.9804558 0.5013706
[7591,] 0.9784272 0.5013706
[7592,] 0.9784272 0.5034304
[7593,] 0.9784272 0.5034304
[7594,] 0.9784272 0.5034304
[7595,] 0.9811954 0.5034304
[7596,] 0.9811954 0.5034304
[7597,] 0.9670003 0.5034304
[7598,] 0.9804255 0.5022699
[7599,] 0.9611358 0.5060409
[7600,] 0.9611358 0.5052820
[7601,] 0.9611358 0.5052820
[7602,] 0.9652961 0.5052820
[7603,] 0.9652961 0.5025597
[7604,] 0.9652961 0.5025597
[7605,] 0.9652961 0.5034963
[7606,] 0.9652961 0.5034963
[7607,] 0.9799817 0.5034963
[7608,] 0.9799817 0.5034963
[7609,] 0.9836826 0.5034963
[7610,] 0.9836826 0.5010465
[7611,] 0.9970620 0.5010465
[7612,] 0.9970620 0.5003767
[7613,] 0.9970620 0.5013167
[7614,] 0.9929248 0.5013167
[7615,] 0.9929248 0.5013167
[7616,] 0.9929248 0.5013167
[7617,] 0.9929248 0.5013167
[7618,] 0.9929248 0.4997993
[7619,] 0.9929248 0.4997993
[7620,] 0.9929248 0.4997993
[7621,] 1.0026325 0.4997993
[7622,] 1.0026325 0.4997993
[7623,] 1.0026325 0.5003161
[7624,] 1.0026325 0.5003161
[7625,] 0.9971285 0.5019803
[7626,] 0.9971285 0.4999799
[7627,] 1.0006345 0.4999799
[7628,] 0.9893471 0.5007132
[7629,] 0.9937002 0.5007132
[7630,] 0.9937002 0.4990145
[7631,] 0.9937002 0.4990145
[7632,] 1.0080773 0.4990145
[7633,] 1.0080773 0.4990145
[7634,] 1.0031764 0.4983313
[7635,] 0.9972865 0.4996793
[7636,] 0.9980859 0.4996793
[7637,] 1.0155098 0.4996793
[7638,] 1.0155098 0.4996793
[7639,] 1.0155098 0.4989953
[7640,] 1.0155098 0.4989953
[7641,] 1.0163512 0.4989953
[7642,] 1.0163512 0.4982006
[7643,] 1.0065634 0.4982006
[7644,] 1.0361954 0.4982006
[7645,] 0.9957646 0.4982006
[7646,] 1.0290239 0.4982006
[7647,] 1.0290239 0.4985730
[7648,] 0.9810067 0.4985730
[7649,] 1.0180184 0.4985730
[7650,] 1.0180184 0.4985730
[7651,] 1.0180184 0.4985730
[7652,] 1.0180184 0.4985730
[7653,] 1.0107982 0.5003617
[7654,] 1.0107982 0.5009905
[7655,] 1.0029794 0.5009905
[7656,] 1.0042160 0.4994735
[7657,] 1.0313339 0.4994735
[7658,] 1.0313339 0.4940416
[7659,] 1.0313339 0.4953812
[7660,] 1.0313339 0.4946812
[7661,] 1.0313339 0.4996435
[7662,] 1.0223136 0.4996435
[7663,] 1.0313766 0.4968214
[7664,] 1.0313766 0.4981155
[7665,] 1.0313766 0.4981155
[7666,] 1.0099408 0.4993496
[7667,] 1.0301269 0.4977789
[7668,] 1.0145783 0.4977789
[7669,] 1.0145783 0.5004818
[7670,] 1.0145783 0.5004818
[7671,] 0.9784629 0.5004818
[7672,] 0.9784629 0.5009798
[7673,] 0.9784629 0.5016220
[7674,] 0.9784629 0.5016220
[7675,] 0.9784629 0.5016220
[7676,] 0.9784629 0.5035572
[7677,] 0.9784629 0.5035572
[7678,] 0.9784629 0.5035572
[7679,] 0.9935175 0.5035572
[7680,] 0.9935175 0.5035572
[7681,] 0.9935175 0.5035166
[7682,] 0.9935175 0.4981280
[7683,] 0.9935175 0.4981280
[7684,] 1.0142598 0.4984502
[7685,] 1.0142598 0.4990854
[7686,] 1.0142598 0.4971036
[7687,] 1.0142598 0.4971036
[7688,] 1.0142598 0.4971036
[7689,] 1.0142598 0.5024181
[7690,] 0.9735490 0.5024181
[7691,] 0.9797853 0.5024181
[7692,] 0.9905274 0.5024181
[7693,] 0.9847998 0.5024181
[7694,] 0.9847998 0.5024181
[7695,] 0.9847998 0.5024181
[7696,] 0.9847998 0.5026266
[7697,] 0.9707062 0.5026266
[7698,] 0.9707062 0.5073976
[7699,] 0.9707062 0.5022687
[7700,] 0.9707062 0.5022687
[7701,] 0.9707062 0.5022687
[7702,] 0.9707062 0.5022687
[7703,] 0.9707062 0.5045995
[7704,] 0.9707062 0.5045995
[7705,] 0.9707062 0.5045995
[7706,] 0.9707062 0.5031679
[7707,] 0.9707062 0.5031679
[7708,] 0.9707062 0.5031679
[7709,] 0.9707062 0.5042816
[7710,] 0.9707062 0.5056912
[7711,] 0.9707062 0.5056912
[7712,] 0.9517306 0.5048276
[7713,] 0.9859651 0.5011568
[7714,] 0.9859651 0.5036846
[7715,] 0.9859651 0.5037845
[7716,] 0.9823481 0.5037845
[7717,] 0.9749923 0.5037845
[7718,] 0.9749923 0.5039735
[7719,] 0.9749923 0.5039735
[7720,] 0.9749923 0.5002195
[7721,] 0.9773239 0.5002195
[7722,] 0.9773239 0.5014662
[7723,] 0.9864119 0.5007524
[7724,] 1.0039421 0.5015652
[7725,] 1.0039421 0.5015652
[7726,] 1.0039421 0.5015652
[7727,] 1.0039421 0.5015652
[7728,] 1.0039421 0.5015652
[7729,] 1.0039421 0.5015652
[7730,] 1.0039421 0.5015652
[7731,] 1.0039421 0.5007681
[7732,] 1.0056816 0.5017347
[7733,] 1.0056816 0.5017347
[7734,] 1.0056816 0.5016477
[7735,] 1.0066259 0.5022301
[7736,] 1.0066259 0.5021534
[7737,] 0.9821097 0.5021534
[7738,] 0.9821097 0.5035221
[7739,] 0.9821097 0.5035221
[7740,] 0.9834153 0.5030746
[7741,] 0.9834153 0.5023595
[7742,] 0.9816420 0.5023595
[7743,] 0.9913814 0.5023595
[7744,] 0.9826493 0.5023595
[7745,] 0.9826493 0.5031501
[7746,] 0.9826493 0.5031501
[7747,] 0.9826493 0.5031501
[7748,] 0.9784448 0.5031501
[7749,] 0.9784448 0.5042935
[7750,] 0.9686396 0.5042935
[7751,] 0.9686396 0.5042935
[7752,] 0.9686396 0.5042935
[7753,] 0.9407171 0.5075237
[7754,] 0.9177014 0.5075237
[7755,] 0.9177014 0.5075237
[7756,] 0.9177014 0.5109029
[7757,] 0.9177014 0.5114091
[7758,] 0.9177014 0.5084582
[7759,] 0.9177014 0.5084582
[7760,] 0.9172838 0.5108138
[7761,] 0.9110069 0.5108138
[7762,] 0.9167637 0.5108138
[7763,] 0.9129898 0.5108138
[7764,] 0.9129898 0.5103010
[7765,] 0.9129898 0.5096323
[7766,] 0.9297308 0.5096323
[7767,] 0.9180972 0.5096323
[7768,] 0.9180972 0.5108488
[7769,] 0.9180972 0.5108488
[7770,] 0.9180972 0.5108488
[7771,] 0.9180972 0.5108488
[7772,] 0.9180972 0.5108488
[7773,] 0.9180972 0.5108488
[7774,] 0.9180972 0.5108488
[7775,] 0.9180972 0.5108488
[7776,] 0.9180972 0.5108488
[7777,] 0.9180972 0.5106026
[7778,] 0.9184708 0.5106026
[7779,] 0.9184708 0.5106026
[7780,] 0.9184708 0.5079031
[7781,] 0.9548549 0.5079031
[7782,] 0.9548549 0.5045833
[7783,] 0.9709552 0.5040748
[7784,] 0.9709552 0.5040748
[7785,] 0.9705892 0.5040748
[7786,] 0.9718294 0.5049400
[7787,] 0.9718294 0.5049400
[7788,] 0.9573946 0.5049400
[7789,] 0.9573946 0.5068563
[7790,] 0.9434607 0.5068563
[7791,] 0.9434607 0.5068563
[7792,] 0.9597077 0.5068563
[7793,] 0.9597077 0.5065920
[7794,] 0.9597077 0.5072304
[7795,] 0.9630255 0.5062635
[7796,] 0.9414067 0.5061269
[7797,] 0.9453066 0.5061269
[7798,] 0.9453066 0.5061269
[7799,] 0.9453066 0.5061269
[7800,] 0.9453066 0.5061269
[7801,] 0.9453066 0.5079709
[7802,] 0.9482391 0.5079709
[7803,] 0.9487674 0.5051136
[7804,] 0.9447046 0.5066382
[7805,] 0.9447046 0.5066382
[7806,] 0.9620488 0.5066382
[7807,] 0.9427840 0.5066382
[7808,] 0.9667547 0.5066382
[7809,] 0.9330803 0.5087739
[7810,] 0.9330803 0.5090524
[7811,] 0.9244308 0.5122152
[7812,] 0.9244308 0.5122152
[7813,] 0.9267409 0.5076628
[7814,] 0.9267409 0.5078718
[7815,] 0.9267409 0.5078718
[7816,] 0.9267409 0.5078718
[7817,] 0.9267409 0.5078718
[7818,] 0.9342596 0.5098630
[7819,] 0.9342596 0.5098630
[7820,] 0.9342596 0.5098630
[7821,] 0.9342596 0.5098630
[7822,] 0.9342596 0.5068071
[7823,] 0.9342596 0.5094215
[7824,] 0.9280779 0.5094215
[7825,] 0.9124465 0.5087147
[7826,] 0.9252518 0.5099528
[7827,] 0.9309461 0.5115034
[7828,] 0.9309461 0.5115034
[7829,] 0.9252891 0.5115034
[7830,] 0.9088112 0.5115034
[7831,] 0.9088112 0.5117858
[7832,] 0.9088112 0.5117858
[7833,] 0.9164599 0.5117858
[7834,] 0.9164599 0.5117858
[7835,] 0.9164599 0.5117858
[7836,] 0.8950087 0.5117858
[7837,] 0.9177387 0.5117858
[7838,] 0.9177387 0.5117858
[7839,] 0.9177387 0.5121816
[7840,] 0.8975773 0.5120425
[7841,] 0.9129586 0.5081357
[7842,] 0.9260066 0.5081357
[7843,] 0.9260066 0.5072733
[7844,] 0.9345123 0.5095749
[7845,] 0.9368519 0.5095749
[7846,] 0.9406262 0.5095749
[7847,] 0.9406262 0.5091054
[7848,] 0.9217797 0.5091054
[7849,] 0.9317049 0.5091054
[7850,] 0.9329940 0.5091054
[7851,] 0.9329940 0.5091054
[7852,] 0.9374203 0.5094581
[7853,] 0.9373584 0.5094581
[7854,] 0.9328381 0.5094581
[7855,] 0.9322659 0.5094581
[7856,] 0.9322659 0.5094581
[7857,] 0.9322659 0.5088815
[7858,] 0.9322659 0.5088815
[7859,] 0.9294028 0.5115098
[7860,] 0.9294028 0.5079556
[7861,] 0.9294028 0.5079556
[7862,] 0.9519526 0.5079556
[7863,] 0.9519526 0.5079556
[7864,] 0.9592049 0.5069039
[7865,] 0.9592049 0.5071529
[7866,] 0.9592049 0.5071529
[7867,] 0.9592049 0.5071529
[7868,] 0.9592049 0.5077148
[7869,] 0.9592049 0.5055117
[7870,] 0.9685742 0.5063450
[7871,] 0.9528020 0.5051290
[7872,] 0.9327399 0.5051290
[7873,] 0.9403317 0.5086515
[7874,] 0.9403317 0.5076389
[7875,] 0.9403317 0.5076756
[7876,] 0.9403317 0.5076756
[7877,] 0.9403317 0.5071395
[7878,] 0.9590381 0.5071395
[7879,] 0.9590381 0.5071395
[7880,] 0.9361178 0.5071839
[7881,] 0.9267836 0.5071839
[7882,] 0.9267836 0.5071839
[7883,] 0.9267836 0.5071839
[7884,] 0.9267836 0.5078492
[7885,] 0.9267836 0.5078492
[7886,] 0.9386700 0.5078492
[7887,] 0.9386700 0.5078492
[7888,] 0.9386700 0.5078492
[7889,] 0.9332223 0.5087760
[7890,] 0.9236456 0.5106912
[7891,] 0.9236456 0.5110811
[7892,] 0.9236456 0.5110811
[7893,] 0.9236456 0.5101236
[7894,] 0.9236456 0.5101236
[7895,] 0.9236456 0.5101236
[7896,] 0.9236456 0.5101236
[7897,] 0.9236456 0.5101236
[7898,] 0.9236456 0.5112311
[7899,] 0.9215586 0.5112311
[7900,] 0.9215586 0.5112311
[7901,] 0.9206189 0.5093890
[7902,] 0.9343860 0.5100052
[7903,] 0.9343860 0.5100052
[7904,] 0.9446670 0.5100052
[7905,] 0.9488439 0.5056505
[7906,] 0.9583662 0.5052159
[7907,] 0.9583662 0.5052159
[7908,] 0.9583662 0.5052159
[7909,] 0.9564242 0.5052159
[7910,] 0.9487160 0.5052159
[7911,] 0.9487160 0.5056192
[7912,] 0.9487160 0.5056192
[7913,] 0.9689284 0.5056192
[7914,] 0.9689284 0.5055349
[7915,] 0.9578883 0.5055349
[7916,] 0.9578883 0.5055349
[7917,] 0.9582472 0.5055349
[7918,] 0.9582472 0.5055349
[7919,] 0.9582472 0.5084598
[7920,] 0.9582472 0.5027016
[7921,] 0.9582472 0.5027016
[7922,] 0.9582472 0.5048057
[7923,] 0.9632401 0.5069947
[7924,] 0.9565520 0.5042932
[7925,] 0.9477792 0.5042932
[7926,] 0.9477792 0.5077036
[7927,] 0.9325919 0.5077036
[7928,] 0.9325919 0.5093950
[7929,] 0.9168660 0.5093950
[7930,] 0.9168660 0.5093950
[7931,] 0.9168660 0.5093950
[7932,] 0.9168660 0.5131632
[7933,] 0.8903426 0.5134330
[7934,] 0.8903426 0.5134330
[7935,] 0.9150612 0.5142093
[7936,] 0.9150612 0.5142093
[7937,] 0.9150612 0.5109322
[7938,] 0.9150612 0.5140539
[7939,] 0.8822194 0.5140539
[7940,] 0.8793604 0.5172733
[7941,] 0.8612706 0.5172733
[7942,] 0.8612706 0.5172733
[7943,] 0.8612706 0.5172701
[7944,] 0.8612706 0.5172701
[7945,] 0.8612706 0.5172701
[7946,] 0.8612706 0.5182104
[7947,] 0.8569495 0.5182104
[7948,] 0.8625191 0.5181321
[7949,] 0.8453908 0.5181321
[7950,] 0.8453908 0.5181321
[7951,] 0.8453908 0.5199155
[7952,] 0.8486879 0.5210142
[7953,] 0.8486879 0.5195833
[7954,] 0.8486879 0.5195833
[7955,] 0.8486879 0.5195833
[7956,] 0.8572929 0.5195833
[7957,] 0.8418647 0.5185752
[7958,] 0.8418647 0.5188427
[7959,] 0.8585824 0.5182065
[7960,] 0.8585824 0.5183103
[7961,] 0.8591027 0.5214675
[7962,] 0.8591027 0.5214675
[7963,] 0.8522691 0.5187744
[7964,] 0.8541751 0.5187744
[7965,] 0.8541751 0.5187744
[7966,] 0.8541751 0.5187744
[7967,] 0.8578754 0.5187744
[7968,] 0.8485238 0.5187744
[7969,] 0.8546532 0.5218276
[7970,] 0.8481971 0.5226568
[7971,] 0.8481971 0.5191498
[7972,] 0.8481971 0.5193383
[7973,] 0.8481971 0.5193383
[7974,] 0.8481971 0.5193383
[7975,] 0.8447557 0.5203432
[7976,] 0.8449503 0.5175652
[7977,] 0.8671043 0.5175652
[7978,] 0.8868762 0.5175652
[7979,] 0.8833133 0.5123828
[7980,] 0.8833133 0.5123828
[7981,] 0.8831231 0.5123828
[7982,] 0.8831231 0.5123828
[7983,] 0.8831231 0.5160508
[7984,] 0.8773605 0.5156547
[7985,] 0.8773605 0.5156547
[7986,] 0.8773605 0.5156547
[7987,] 0.8730917 0.5156547
[7988,] 0.8730917 0.5156547
[7989,] 0.8774022 0.5156547
[7990,] 0.8774022 0.5165970
[7991,] 0.8774022 0.5148121
[7992,] 0.8774022 0.5148121
[7993,] 0.8934060 0.5148121
[7994,] 0.8934060 0.5148121
[7995,] 0.8934060 0.5128597
[7996,] 0.8934060 0.5152220
[7997,] 0.8860336 0.5152220
[7998,] 0.8860336 0.5152220
[7999,] 0.8938462 0.5152220
[8000,] 0.8938462 0.5141825

We make a prediction for each iteration!

Predictions

We define a range of temperature in which we want to predict lambda

For each iteration (each line of mcmc.bind), we calculate lambda with the b0 and b1 estimated, as \(\lambda = \mbox{exp}( \beta_0 + \beta1 \mbox{Temperature})\)

\[~~\]

We have the predicted distribution of lambda for each temperature and we can extract mean, median, standard deviation, credible interval, etc.

pred.temp <- seq(from = -5, to = 9, by = 0.1)

\[~~\]

# create a matrix niteration x ntemp
pred.lambda <- matrix(NA, nrow = nrow(mcmc.bind), ncol = length(pred.temp))

for(i in 1:nrow(pred.lambda)){
  pred.lambda[i,] <- exp(mcmc.bind[i,"b0"] + mcmc.bind[i,"b1"] * pred.temp)
}

\[~~\]

mean.lambda <- apply(pred.lambda, 2, mean) # extract mean
sd.lambda <- apply(pred.lambda, 2, sd) # extract sd
ci <- apply(pred.lambda, 2, quantile, c(0.1, 0.9)) # 80% CI

pred.results <- tibble(temp = pred.temp, 
                       mean = mean.lambda,
                       sd = sd.lambda,
                       cinf = ci[1,],
                       csup = ci[2,])

# A tibble: 141 × 5
    temp  mean     sd  cinf  csup
   <dbl> <dbl>  <dbl> <dbl> <dbl>
 1  -5   0.196 0.0175 0.173 0.219
 2  -4.9 0.206 0.0182 0.183 0.230
 3  -4.8 0.217 0.0190 0.192 0.242
 4  -4.7 0.228 0.0199 0.203 0.254
 5  -4.6 0.240 0.0207 0.214 0.267
 6  -4.5 0.252 0.0217 0.225 0.281
 7  -4.4 0.266 0.0226 0.237 0.295
 8  -4.3 0.280 0.0236 0.250 0.311
 9  -4.2 0.294 0.0246 0.263 0.327
10  -4.1 0.310 0.0257 0.277 0.343
# ℹ 131 more rows

Predictions

We can plot the prediction.

Conclusions

Bayesian statistics are tools to fit ecological models.
It’s not always a good idea to use Bayesian inference if there are simpler tools available (both to use and to communicate).
Learning Bayesian inference is valuable not only for applying it in our own work, but also for understanding what others are doing!

Conclusions

Bayesian statistics are tools to fit ecological models.
It’s not always a good idea to use Bayesian inference if there are simpler tools available (both to use and to communicate).
Learning Bayesian inference is valuable not only for applying it in our own work, but also for understanding what others are doing!

Why we like Bayesian?

Because it helps us to understand the statistics and models.
Using nimble allow to formally write the statistical model you want.
It is useful to adapt existing models to fancy (or shitty) data sets.

Useful resources

Olivier Gimenez’s Youtube course about Bayesian statistics with R
NIMBLE Official website https://r-nimble.org
User Manual https://r-nimble.org/html_manual/cha-welcome-nimble.html and cheatsheet.
Ten quick tips to get you started with Bayesian statistics
About priors: The use of Bayesian priors in Ecology: The good, the bad and the not great
Reference to cite when using nimble in a publication:

de Valpine, P., D. Turek, C. J. Paciorek, C. Anderson-Bergman, D. Temple Lang, and R. Bodik (2017). Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE. Journal of Computational and Graphical Statistics 26 (2): 403–13.

Introduction to Bayesian Inference

Intro and probability distributions

About us…

About you…

About you…

About you…

In the menu…

What (not) to expect from this workshop? (4 hours, >30 people)

What (not) to expect from this workshop? (4 hours, >30 people)

What (not) to expect from this workshop? (4 hours, >30 people)

What to expect from this workshop? (4 hours, >30 people)

Probability distributions

Probability distributions

Continuous

Discrete

Any distribution

Probability Distribution App

Normal or Gaussian distribution

Normal or Gaussian distribution

Normal or Gaussian distribution

Beta distribution

Beta distribution

Beta distribution

Gamma distribution

Gamma distribution

Gamma distribution

Uniform distribution

Uniform distribution

Poisson distribution

Poisson distribution

Bernoulli distribution

Bernoulli distribution

Binomial distribution

Binomial distribution

Take home messages

Generalized Linear Models

Gray wolf weight in Europe

Generalized linear model

Generalized linear model

Generalized linear model

Generalized linear model

Generalized linear model

Generalized linear model

Practicum with R

Poisson Distribution

Take home messages

Bayesian Inference

The Theory

What is the Bayesian approach?

What is the Bayesian approach?

Frequentist and Bayesian

The Theory

Bayesian Computation

Markov Chain Monte Carlo (MCMC) methods.

Where everything begins: the prior distribution

Where everything begins: the prior distribution

Then we start: MCMC functioning

MCMC functioning

MCMC functioning

Parametrize MCMC

MCMC functionning

Assessing convergence

Assessing convergence

Assessing convergence

Burnin

Efficient sample size and convergence

What if we have issues of convergence ?

Plot posterior distribution

Plot posterior distribution

Prior distribution

Posterior distribution

Plot prior and posterior distribution

Something about the effect of priors over posteriors

Plot posterior distribution

To sum up with Bayesian statistics and MCMC

To sum up with Bayesian statistics and MCMC

NIMBLE

Load nimble package

The fictive roe deer poop example

Wild boar counts

Load `nimble` package