Fit the Discrete-Time Vector Autoregressive Model By ID

Ivan Jacob Agaloos Pesigan

2025-08-03

Note: When the discrete-time vector autoregressive model is estimated separately for each ID, any of the parameters can vary across individuals. In this example, however, we are only varying $\boldsymbol{\alpha}$ and $\boldsymbol{\beta}$.

Model

The measurement model is given by $$\begin{equation} \mathbf{y}_{i, t} = \boldsymbol{\Lambda} \boldsymbol{\eta}_{i, t} + \boldsymbol{\varepsilon}_{i, t}, \quad \mathrm{with} \quad \boldsymbol{\varepsilon}_{i, t} \sim \mathcal{N} \left( \mathbf{0}, \boldsymbol{\Theta} \right) \end{equation}$$ where $\mathbf{y}_{i, t}$, $\boldsymbol{\eta}_{i, t}$, and $\boldsymbol{\varepsilon}_{i, t}$ are random variables and $\boldsymbol{\Lambda}$, and $\boldsymbol{\Theta}$ are model parameters. $\mathbf{y}_{i, t}$ represents a vector of observed random variables, $\boldsymbol{\eta}_{i, t}$ a vector of latent random variables, and $\boldsymbol{\varepsilon}_{i, t}$ a vector of random measurement errors, at time $t$ and individual $i$. $\boldsymbol{\Lambda}$ denotes a matrix of factor loadings, and $\boldsymbol{\Theta}$ the covariance matrix of $\boldsymbol{\varepsilon}$. In this model, $\boldsymbol{\Lambda}$ is an identity matrix and $\boldsymbol{\Theta}$ is a diagonal matrix.

The dynamic structure is given by $$\begin{equation} \boldsymbol{\eta}_{i, t} = \boldsymbol{\alpha}_{i} + \boldsymbol{\beta}_{i} \boldsymbol{\eta}_{i, t - 1} + \boldsymbol{\zeta}_{i, t}, \quad \mathrm{with} \quad \boldsymbol{\zeta}_{i, t} \sim \mathcal{N} \left( \mathbf{0}, \boldsymbol{\Psi} \right) \end{equation}$$ where $\boldsymbol{\eta}_{i, t}$, $\boldsymbol{\eta}_{i, t - 1}$, and $\boldsymbol{\zeta}_{i, t}$ are random variables, and $\boldsymbol{\alpha}_{i}$, $\boldsymbol{\beta}_{i}$, and $\boldsymbol{\Psi}$ are model parameters. Here, $\boldsymbol{\eta}_{i, t}$ is a vector of latent variables at time $t$ and individual $i$, $\boldsymbol{\eta}_{i, t - 1}$ represents a vector of latent variables at time $t - 1$ and individual $i$, and $\boldsymbol{\zeta}_{i, t}$ represents a vector of dynamic noise at time $t$ and individual $i$. $\boldsymbol{\alpha}_{i}$ denotes a vector of intercepts for individual $i$, $\boldsymbol{\beta}_{i}$ a matrix of autoregression and cross regression coefficients for individual $i$, and $\boldsymbol{\Psi}$ the covariance matrix of $\boldsymbol{\zeta}_{i, t}$. In this model, $\boldsymbol{\Psi}$ is a symmetric matrix.

Data Generation

The parameters used in this example were based on Bringmann et al. (2013).

Notation

Let $t = 1000$ be the number of time points and $n = 1000$ be the number of individuals.

Let the measurement model intecept vector $\boldsymbol{\nu}$ be given by

$$\begin{equation} \boldsymbol{\nu} = \left( \begin{array}{c} 0 \\ 0 \\ \end{array} \right) . \end{equation}$$

Let the factor loadings matrix $\boldsymbol{\Lambda}$ be given by

$$\begin{equation} \boldsymbol{\Lambda} = \left( \begin{array}{cc} 1 & 0 \\ 0 & 1 \\ \end{array} \right) . \end{equation}$$

Let the measurement error covariance matrix $\boldsymbol{\Theta}$ be given by

$$\begin{equation} \boldsymbol{\Theta} = \left( \begin{array}{cc} 0.2 & 0 \\ 0 & 0.2 \\ \end{array} \right) . \end{equation}$$

Let the initial condition $\boldsymbol{\eta}_{0}$ be given by

$$\begin{equation} \boldsymbol{\eta}_{0} \sim \mathcal{N} \left( \boldsymbol{\mu}_{\boldsymbol{\eta} \mid 0}, \boldsymbol{\Sigma}_{\boldsymbol{\eta} \mid 0} \right) \end{equation}$$

$$\begin{equation} \boldsymbol{\mu}_{\boldsymbol{\eta} \mid 0} = \left( \begin{array}{c} 3.8143546 \\ 2.5763481 \\ \end{array} \right) \end{equation}$$

$$\begin{equation} \boldsymbol{\Sigma}_{\boldsymbol{\eta} \mid 0} = \left( \begin{array}{cc} 1.3978842 & 0.5782369 \\ 0.5782369 & 1.6636513 \\ \end{array} \right) . \end{equation}$$

Let the intercept vector $\boldsymbol{\alpha}$ be normally distributed with the following means

$$\begin{equation} \left( \begin{array}{c} 2.87 \\ 2.04 \\ \end{array} \right) \end{equation}$$

and covariance matrix

$$\begin{equation} \left( \begin{array}{cc} 1.2 & 0.459565 \\ 0.459565 & 1.1 \\ \end{array} \right) . \end{equation}$$

Let the transition matrix $\boldsymbol{\beta}$ be normally distributed with the following means

$$\begin{equation} \left( \begin{array}{cc} 0.28 & -0.048 \\ -0.035 & 0.26 \\ \end{array} \right) \end{equation}$$

and covariance matrix

$$\begin{equation} \left( \begin{array}{cccc} 0.0169 & 0.00468 & 0.001456 & 0.00832 \\ 0.00468 & 0.0081 & 0.001008 & 0.00576 \\ 0.001456 & 0.001008 & 0.000784 & 0.001792 \\ 0.00832 & 0.00576 & 0.001792 & 0.0256 \\ \end{array} \right) . \end{equation}$$

The SimAlphaN and SimBetaN functions from the simStateSpace package generates random intercept vectors and transition matrices from the multivariate normal distribution. Note that the SimBetaN function generates transition matrices that are weakly stationary.

Let the dynamic process noise $\boldsymbol{\Psi}$ be given by

$$\begin{equation} \boldsymbol{\Psi} = \left( \begin{array}{cc} 1.3 & 0.5696315 \\ 0.5696315 & 1.56 \\ \end{array} \right) . \end{equation}$$

R Function Arguments

n
#> [1] 1000
time
#> [1] 1000
mu0
#> [[1]]
#> [1] 3.814355 2.576348
sigma0
#> [[1]]
#>           [,1]      [,2]
#> [1,] 1.3978842 0.5782369
#> [2,] 0.5782369 1.6636513
sigma0_l # sigma0_l <- t(chol(sigma0))
#> [[1]]
#>           [,1]     [,2]
#> [1,] 1.1823215 0.000000
#> [2,] 0.4890691 1.193509
# first alpha in the list of length n
alpha[[1]]
#> [1] 1.382816 2.056527
# first beta in the list of length n
beta[[1]]
#>            [,1]       [,2]
#> [1,] 0.21090478 0.00660174
#> [2,] 0.01360809 0.37057228
psi
#>           [,1]      [,2]
#> [1,] 1.3000000 0.5696315
#> [2,] 0.5696315 1.5600000
psi_l # psi_l <- t(chol(psi))
#> [[1]]
#>           [,1]     [,2]
#> [1,] 1.1401754 0.000000
#> [2,] 0.4995998 1.144727
nu
#> [[1]]
#> [1] 0 0
lambda
#> [[1]]
#>      [,1] [,2]
#> [1,]    1    0
#> [2,]    0    1
theta
#>      [,1] [,2]
#> [1,]  0.2  0.0
#> [2,]  0.0  0.2

Visualizing the Dynamics Without Process Noise (n = 5 with Different Initial Condition)

Using the SimSSMIVary Function from the simStateSpace Package to Simulate Data

library(simStateSpace)
sim <- SimSSMIVary(
  n = n,
  time = time,
  mu0 = mu0,
  sigma0_l = sigma0_l,
  alpha = alpha,
  beta = beta,
  psi_l = psi_l,
  nu = nu,
  lambda = lambda,
  theta_l = theta_l
)
data <- as.data.frame(sim)
head(data)
#>   id time       y1       y2
#> 1  1    0 3.040533 3.202203
#> 2  1    1 3.630653 4.691667
#> 3  1    2 2.621350 5.240797
#> 4  1    3 2.073843 5.555230
#> 5  1    4 2.013430 5.269451
#> 6  1    5 1.677296 2.836631
plot(sim)

Model Fitting

The FitDTVARIDMx function fits a DT-VAR model on each individual $i$.

library(fitDTVARMx)
fit <- FitDTVARIDMx(
  data = data,
  observed = paste0("y", seq_len(k)),
  id = "id",
  mu0_values = mu0[[1]],
  sigma0_values = sigma0[[1]],
  ncores = parallel::detectCores()
)
summary(fit, means = FALSE)
#>  0.364928039   1.43208414
#>    [2,] -0.4920731440  2.377799e-01  2.919695e-01  0.430664215   3.91363484
#>    [3,]  0.2252735249  4.007752e-02 -8.198913e-02  0.434059462   3.37922605
#>    [4,] -0.0811572626  1.216848e+00  6.776643e-02  0.605509934   1.39550631
#>    [5,] -0.1991178885  3.460994e-01  2.101688e-02  0.112721779   4.10444882
#>    [6,]  0.3277555331  1.916783e-02 -3.820386e-02  0.515030716   4.46918271
#>    [7,]  0.3915079772  1.641752e-01 -1.212715e-01  0.238678360   3.26797119
#>    [8,]  0.2634478845  1.230288e+00 -9.359548e-02 -0.328496050   2.91808419
#>    [9,]  0.5240139753  5.815551e-01 -8.173218e-02 -0.456973090   3.37558505
#>   [10,]  0.0686428680 -1.080603e-01 -6.641307e-02  0.229775735   4.70878955
#>   [11,]  0.3759556859 -8.919697e-02 -2.200327e-01  0.478780837   3.02540498
#>   [12,]  0.2139013689  2.360912e-01  8.043928e-01  0.151403209   0.58141120
#>   [13,]  0.1736322912 -6.179100e-02  5.562324e-03  0.376511133   3.59763913
#>   [14,]  0.1526726786 -1.980895e-01 -1.068938e-01  0.230140692   3.08648866
#>   [15,] -4.0286147078  1.038231e+00 -1.671337e+01  4.310705976  48.57557846
#>   [16,]  0.0213731547 -1.125777e-01 -9.357517e-03  0.328153777   2.83500719
#>   [17,]  0.2463266025 -1.292241e-01 -4.565718e-02  0.214715900   0.26749475
#>   [18,]  0.0536871856  5.010427e-01  2.644203e-01  0.069351899   2.28445826
#>   [19,]  0.4963548670  4.079531e-01 -1.157868e-01 -0.438894702   4.07416357
#>   [20,]  0.2845728204 -2.672307e-01 -9.379723e-02  0.322614773   2.85202335
#>   [21,]  0.3351769824 -8.206012e-02 -5.366644e-02  0.447867837   2.05250434
#>   [22,] -0.5917896036 -2.251799e-01  4.404360e-01  0.772114298   5.33437174
#>   [23,]  0.1779306735  2.511494e-01  3.569630e-01 -0.377673343   1.13608678
#>   [24,]  2.5783959748  3.102633e+00 -1.513728e+00 -1.730903937   2.42744674
#>   [25,]  0.1933142293 -1.787608e-01 -2.449516e-02  0.459321521   2.94472858
#>   [26,]  0.3345847465  4.404470e-01 -4.199689e-02 -0.573214738   5.07794362
#>   [27,] -0.6469851299 -3.561325e-01  3.799599e-01  0.741335605   9.06344720
#>   [28,]  0.3357210832  4.163540e-01 -3.888411e-03 -0.536709619   5.41893468
#>   [29,]  0.4693597253 -1.300188e-01 -5.094057e-03  0.367229181   3.05477333
#>   [30,]  0.2918168659  5.517762e-02 -2.311415e-02  0.391890542   3.20710888
#>   [31,]  0.2865434441  1.891818e-01  6.555929e-01  0.032932064   2.88180784
#>   [32,]  0.2305282915 -1.026812e-01 -2.784544e-02 -0.042014682   3.31439795
#>   [33,]  0.2721505381  2.514905e-01 -6.842759e-02 -0.398733185   2.40712029
#>   [34,] -0.0800479865 -1.442534e-01 -6.931479e-02 -0.102091000   5.25253219
#>   [35,]  0.4955826785  5.788810e-01  7.471612e-02 -0.451823536   3.73098097
#>   [36,]  0.1295944830 -1.895518e-01 -2.273625e-02  0.555913150   2.43429129
#>   [37,]  0.1649725614 -7.123701e-02 -7.069734e-02  0.323450420   2.60707925
#>   [38,] -0.3575706870  4.436248e-01  2.234741e-01  0.174547826   3.94811907
#>   [39,]  0.5323927362 -2.168751e-02 -8.772129e-02  0.385397514   3.21453722
#>   [40,]  0.0672377498 -7.945446e-02 -2.101480e-02  0.182846291   3.32376040
#>   [41,] -0.4941335835  1.209845e-01  1.882763e-01  0.317103165   3.51164409
#>   [42,]  0.2770959309 -7.596689e-02 -9.959393e-02  0.444917815   2.86741348
#>   [43,]  0.4182449856 -2.246758e-01 -7.679014e-02  0.381773979   1.53016504
#>   [44,]  0.2745416467 -1.165091e-01 -5.824395e-02  0.211924562   4.32206175
#>   [45,]  0.1118846472  1.893155e-01  5.734994e-02 -0.409895460   2.88355484
#>   [46,]  0.1009336103 -2.124740e-01  1.617890e-01  0.253299106   3.36192356
#>   [47,] -0.9140013193 -3.813500e-01  3.039314e+00  1.288224487   2.31573987
#>   [48,]  0.2067054510 -6.044415e-02 -9.529981e-02  0.349651071   3.72307536
#>   [49,]  0.1434534937 -1.107510e-01 -7.603736e-02  0.185386437   2.88956488
#>   [50,]  0.0587107347 -1.479937e-01  7.430985e-02  0.567538226   2.53244683
#>   [51,]  0.3487180573  2.424630e-01 -1.485087e-01 -0.590896631   4.35739543
#>   [52,] -4.3219147162  5.729497e+00 -3.600956e+00  4.774687787  30.91284147
#>   [53,]  0.0554428111  1.691251e-01  3.043073e-01  0.008496334   3.00005113
#>   [54,]  0.3558718735 -2.071046e-05 -5.294552e-02  0.149380687   3.42713520
#>   [55,]  0.2639973548 -2.990569e-01 -9.219412e-02  0.080936999   4.39461258
#>   [56,]  0.0110902081 -1.633668e-01  3.636998e-01  0.146708265   4.19943374
#>   [57,] -0.3541492217  1.315361e-01  4.841603e-01  0.305678169   2.15356778
#>   [58,]  0.1645437626  1.340824e+00 -4.935205e-02 -0.483488810   2.79021183
#>   [59,]  0.3809965149 -8.440280e-02  2.989604e-01  0.385710462   2.25751290
#>   [60,]  0.2960964218 -6.011598e-02 -2.801990e-01  0.062327675   3.48954378
#>   [61,]  0.2283201905 -1.414142e-01 -3.042615e-01 -0.011058995   3.33190108
#>   [62,]  0.4554392327  2.610485e-01 -2.001359e-01 -0.187031013   1.97260281
#>   [63,]  0.0928597484 -1.016500e-01 -3.996068e-02  0.356245814   3.12444028
#>   [64,] -0.5129125467 -1.971630e-01  3.531514e-01  0.557732284   8.20757709
#>   [65,]  0.3055641180 -2.683660e-02 -7.459919e-02  0.137586073   2.02229077
#>   [66,]  0.3518479097 -1.314721e-01 -3.168303e-02  0.046347605   2.68681062
#>   [67,]  0.2068811407  1.993943e-01  5.524185e-03 -0.402996956   2.77832745
#>   [68,]  0.3257800211  1.519070e-02 -8.683842e-02  0.530452080   2.45307287
#>   [69,]  0.4189036680  1.257595e-02  1.389496e-02  0.421942120   3.95711643
#>   [70,]  0.2087596552 -2.281054e-01 -5.825832e-02  0.337335399   2.82412328
#>   [71,]  0.5398539024  1.013053e+00  1.387591e-01 -0.210791949   2.42110759
#>   [72,]  0.1786747645 -2.146024e-01 -2.219624e-01  0.171048562   2.37025824
#>   [73,]  0.3290860194  3.184856e-02 -2.093017e-02  0.195215662   3.41424464
#>   [74,]  0.6017725589 -7.276864e-02 -9.507058e-02  0.182343245   2.76031777
#>   [75,]  0.2673277000  4.376940e-02 -1.777578e-02  0.366280332   1.99432712
#>   [76,]  0.4054834798 -1.488609e-01 -8.295423e-03  0.297120338   3.10064236
#>   [77,]  0.2480555681  2.623466e-01 -3.188107e-02 -0.465862145   2.13711739
#>   [78,] -0.6944642162  1.015577e-02  4.031537e+00  0.492024704   4.63448693
#>   [79,]  0.3309512521 -6.590026e-02 -1.485130e-01  0.266544911   1.62360882
#>   [80,]  0.2562153383 -7.686923e-02 -1.476126e-01  0.252612708   3.97165760
#>   [81,]  0.4051815116 -1.445980e-01 -1.431879e-01  0.161531374   3.66303409
#>   [82,]  0.2309980137 -2.038056e-01  1.608639e-01  0.077278737   4.72198697
#>   [83,]  0.6428787664  1.173812e-01 -4.181033e-02  0.786731777   2.29321670
#>   [84,]  0.2427276927 -1.287557e-01  9.212459e-02  0.215327712   4.99696700
#>   [85,]  0.1144989223 -1.229364e-01 -2.739625e-02  0.340366316   3.09979963
#>   [86,]  0.2393845650  6.088337e-02 -1.086789e-01  0.140867725   3.37324611
#>   [87,]  0.2520724279 -6.764526e-02 -2.553362e-03  0.186665907   0.73677484
#>   [88,]  0.2793847484  1.389848e+00 -7.226113e-02 -0.320714011   3.04874092
#>   [89,] -0.0813666536  2.679656e-01  1.926700e-01 -0.058760912   4.03753528
#>   [90,]  0.2208460437 -9.710155e-02 -6.846254e-02  0.252445218   2.49202724
#>   [91,]  0.1878061913 -1.313166e-01 -2.661862e-02  0.276342392   3.16318647
#>   [92,]  0.1693587117 -3.336675e-01 -1.144203e-01  0.204879344   4.48318026
#>   [93,] -0.8300885945  2.800572e-01  2.944192e-01  0.133802880   3.86780336
#>   [94,]  0.2987176124  1.452534e-02 -1.409147e-03  0.230782037   3.13859502
#>   [95,]  0.1219815683  4.174297e-01  5.089421e-01  0.161435127   0.96332559
#>   [96,]  0.2432699781 -1.140074e-01 -1.180234e-02  0.071090489   5.53401837
#>   [97,]  0.3297624690 -1.353060e-02 -6.323111e-02  0.384704889   3.54623388
#>   [98,]  0.2170075720 -1.898466e-01 -1.242405e-02  0.305300136   2.87903652
#>   [99,]  0.2678098469  2.412789e-01 -1.833595e-01 -0.479540769   3.24726447
#>  [100,]  0.3275448315 -1.738283e-01 -1.112981e-01  0.243105151   3.98665799
#>  [101,] -0.4496481101 -1.707605e-01  9.200396e-02  0.430166214   3.46442571
#>  [102,]  0.3037367816 -2.117258e-01 -6.797614e-02  0.162414198   3.55264805
#>  [103,]  0.3501542968  5.578008e-02  5.137729e-02  0.269173259   3.91497011
#>  [104,] -1.9336024760 -8.356389e-01  5.911534e+00  2.533728436   9.49105281
#>  [105,]  0.4243169076 -2.559118e-01 -6.047057e-02  0.496302179   1.94220668
#>  [106,]  0.3564229516 -9.109260e-02 -1.086328e-01 -0.046158559   2.20347335
#>  [107,]  0.4371329377 -8.593817e-02 -9.887224e-02  0.166068982   0.06620679
#>  [108,]  0.3864287218  3.302002e-01 -7.559915e-02 -0.514339791   1.46556897
#>  [109,]  0.1932768370 -6.550526e-01 -4.060754e-02  0.189448727   4.53294922
#>  [110,]  0.1618592382 -3.611504e-03  1.135373e-02  0.353800226   4.00780004
#>  [111,]  0.1408507401  1.335532e+00  1.357541e-01  0.190601511   4.20955523
#>  [112,] -0.6385732534 -1.906776e-01  2.249360e-01  0.459828206   4.09812588
#>  [113,]  0.1829115002 -1.082798e-01 -7.432739e-02  0.407303494   1.05688300
#>  [114,]  0.2253627047  5.802940e-02 -2.477781e-02  0.292108279   2.11624080
#>  [115,]  0.3140353493  1.945185e-01 -7.717375e-02 -0.572469775   3.73389687
#>  [116,]  0.2379419115 -1.898542e-01 -8.921557e-02  0.079672333   2.25893452
#>  [117,]  0.6065128413 -1.834325e-01 -7.407791e-02  0.177266289   2.36300227
#>  [118,] -1.0009743574  3.848437e+00 -9.720051e-03  0.468116212   7.96272968
#>  [119,]  0.4417380203  2.532851e-01 -1.450976e-01 -0.612720312   3.41336878
#>  [120,]  0.4080635133 -1.885742e-01 -1.436984e-01  0.403277914   2.18219124
#>  [121,]  0.1660745451 -1.186728e-02 -9.560758e-02  0.265000317   2.39230965
#>  [122,]  0.2591824992  1.019666e+00 -7.246151e-02 -0.279769569   2.68404253
#>  [123,]  0.0691282818 -4.318102e-03  6.981995e-02 -0.334192818   3.02714633
#>  [124,]  0.2599967989  3.180853e-02 -2.577584e-02  0.396744586   3.38638576
#>  [125,] -0.5749003152 -2.140176e-01  3.174484e-01  0.340216264   6.59210652
#>  [126,]  0.2767913363  2.392489e-02 -5.094774e-02  0.625508014   4.39814510
#>  [127,]  0.2433816673 -2.252119e-01 -1.363845e-01  0.392082881   2.90164716
#>  [128,]  0.5908119370 -2.068104e-01 -4.064234e-02  0.235341543   0.50850120
#>  [129,]  0.2535707395 -1.328872e-01 -4.020209e-02  0.194161162   2.06030308
#>  [130,]  0.3326785731 -4.327245e-02 -7.737739e-02  0.427673940   0.40364141
#>  [131,]  0.4553629760 -1.732020e-01 -3.948051e-02  0.266668047   2.02467851
#>  [132,]  0.2614725026  7.503897e-02 -9.501100e-02  0.252286658   4.98269465
#>  [133,]  0.6203285118  5.960545e-01 -1.419585e+00 -1.430753206   3.76957040
#>  [134,]  0.2432188638  1.381343e-01 -3.687150e-02  0.368183472   2.74006913
#>  [135,]  0.5238021554  4.535735e-01 -7.506415e-03 -0.461508215   1.25251732
#>  [136,]  0.4303752117  5.493581e-03 -9.803074e-02  0.288280673   2.29531702
#>  [137,]  0.4589216309 -7.926208e-02 -1.047084e-01  0.461833984   4.29455415
#>  [138,]  0.4976557689 -4.601991e-02 -7.263672e-02  0.355200020   0.52608546
#>  [139,]  0.2996230237 -1.719797e-01 -7.501017e-02  0.265473275   0.49294419
#>  [140,]  0.1931929102  6.228205e-02 -8.830314e-04  0.373405420   2.81273666
#>  [141,]  0.1522051452 -1.788479e-01 -6.088793e-02  0.106718331   3.28232050
#>  [142,]  0.2288107127 -4.319670e-03 -9.936561e-02  0.094367414   3.41554956
#>  [143,]  0.1826100377  1.329976e-03 -7.574201e-02  0.063311388   2.62154218
#>  [144,]  0.2543884663  2.439664e-01 -1.291623e-01  0.302358414   3.03787132
#>  [145,]  0.1996783859 -6.300019e-02 -1.145675e-01  0.361080090   1.13741670
#>  [146,]  0.4055289668  6.259596e-01  1.613493e-02 -0.409729723   2.70361660
#>  [147,]  0.4248795986  5.514788e-02 -4.405840e-02  0.257165474   2.19718697
#>  [148,]  0.4273242783 -2.313007e-02 -1.657370e-01  0.265414882   3.56070292
#>  [149,]  0.2935440042 -1.751475e-01 -6.375912e-02  0.090775258   3.27761065
#>  [150,]  0.5042857572 -1.564420e-01 -5.031991e-02  0.348045141   2.63253241
#>  [151,]  0.5415079165  2.877009e-02 -1.119022e-01  0.354432244   2.35852862
#>  [152,]  0.1981701029 -1.632438e-01 -1.864549e-01  0.110089182   2.61780589
#>  [153,] -0.4928828454 -1.913358e-01  4.380955e-01  0.516009000   5.77919134
#>  [154,]  0.2982590877  2.997205e-01 -1.428061e-02 -0.562799255   3.34851794
#>  [155,]  0.2082328506  1.757789e-01  1.476925e-01 -0.368754532   2.23631235
#>  [156,]  0.3001272304 -1.258553e-01 -1.408292e-01  0.170761610   4.10819482
#>  [157,]  0.2492328614  2.894055e-01  3.683527e-02 -0.567111051   2.44637152
#>  [158,]  0.1538001077 -1.335858e-01  2.181308e-01  0.003649998   1.12024773
#>  [159,]  0.0181994377 -3.177671e-01 -5.961997e-02  0.493703897   4.52986999
#>  [160,]  0.5082688298  9.812893e-02 -3.984632e-02  0.394082631   3.78277986
#>  [161,]  0.8895667397  8.228482e-01 -3.476583e-01 -0.206818183   0.71051884
#>  [162,] -0.1447072956  6.888102e-01  1.269785e-01  0.197957094   1.97755694
#>  [163,] -0.2008248492  7.034948e-01  8.898921e-02  0.425198375   5.62327320
#>  [164,]  0.1163093229  5.812789e-02  2.620501e-02 -0.300036694   3.02550976
#>  [165,]  0.1586031392 -1.575192e-01 -7.087032e-02  0.312234836   3.56569885
#>  [166,]  0.6140849103  2.101480e-01 -2.250460e-01  0.200965579   1.34528062
#>  [167,] -0.2870656018  1.936859e-01  3.347509e-01  0.353763252   6.84791616
#>  [168,]  0.2134916175  2.710908e-01  8.946013e-02 -0.476906044   0.87054429
#>  [169,] -0.0658352273 -1.947004e-01  3.623719e-01 -0.005363916   2.60214008
#>  [170,]  0.3776115517  5.118367e-02 -1.017084e-01  0.414032654   2.62134645
#>  [171,]  0.3542361962 -7.363122e-02 -7.481205e-02  0.239066663   4.19404206
#>  [172,]  0.2788797973 -5.537387e-02  2.458746e-02  0.519190897   1.64713858
#>  [173,]  0.4879754615 -8.097862e-03 -1.000784e-01  0.235297171   2.10223861
#>  [174,]  0.4665228021 -1.282485e-01 -7.292225e-02  0.413917506   4.76953117
#>  [175,]  0.2230181340 -7.877213e-02 -3.905859e-03  0.351802696   3.15393349
#>  [176,]  0.1625693282  6.195281e-01  2.937984e-01  0.093612090   0.94863502
#>  [177,]  0.1798784364 -2.568815e-01  8.041827e-04  0.062657923   2.82325695
#>  [178,]  0.1220059041  1.482799e+00 -1.535050e-02 -0.277667835   3.45198027
#>  [179,] -0.5452857419  1.163064e-01  1.594243e-01  0.286493448   7.66385229
#>  [180,]  0.2164582653 -1.490198e-01 -1.174614e-01  0.084836073   2.40941304
#>  [181,]  0.2517852628 -1.349489e-02 -1.007494e-01  0.219899382   3.43161627
#>  [182,]  0.1890115776 -4.583503e-02 -5.051779e-02  0.778459684   1.40520388
#>  [183,]  0.2210577105 -1.604475e-01 -5.318239e-02  0.369966137   2.70319742
#>  [184,]  0.1084017215  1.646247e-02  2.223506e-01 -0.135306933   3.90327425
#>  [185,] -0.2305897309  2.495581e+00  1.798928e-01 -0.290189146   2.24563888
#>  [186,]  0.3802661962  7.701395e-02 -1.108866e-02  0.595434630   2.06093160
#>  [187,]  0.1056637349  1.041457e-01 -2.767560e-02  0.217258285   3.14618558
#>  [188,] -0.0116666048 -2.635514e-01  3.152347e-03  0.308634818   3.09128627
#>  [189,] -0.0643666051 -7.619100e-02  1.909064e-01 -0.192950622   4.68030996
#>  [190,]  0.2206089758 -4.629541e-02 -1.043482e-01  0.416532229   1.68416339
#>  [191,]  0.2647544073 -1.526244e-01 -5.163523e-02  0.221252554   3.49409912
#>  [192,]  0.3972329103 -1.046784e-01 -5.863537e-02  0.391303938   1.68262384
#>  [193,] -0.1914426934  3.328081e-01  4.947675e-01  0.239014014   3.83674281
#>  [194,]  0.3478142632  2.973238e-01  1.262212e-01 -0.437588945   4.66519040
#>  [195,] -0.3767116439  8.063224e-02  2.322604e-01  0.568679710   2.68313632
#>  [196,] -0.2805248775 -3.625216e-02 -3.103884e-03  0.261714550   4.41509314
#>  [197,]  0.2414887357  3.384850e-01  1.794875e-02 -0.460075620   1.24368022
#>  [198,]  0.4902248407 -3.418781e-02 -3.152182e-01  0.090139255   2.01309551
#>  [199,]  0.1926552498 -1.231485e-01 -1.063608e-01  0.048128145   1.86852540
#>  [200,]  0.0523299225  5.090725e-01  6.374625e-02  0.154791151   4.73213371
#>  [201,]  0.0865183964  3.760221e-01  3.145603e-01 -0.037044515   3.87201897
#>  [202,]  0.4088036921  3.040357e-02 -3.074871e-01  0.169125570   4.15228914
#>  [203,]  0.2635838293 -2.242626e-02  2.767219e-03  0.450851736   1.36092778
#>  [204,] -0.1849874639  3.063205e-01  1.655214e-02  0.161619124   7.95072420
#>  [205,]  0.5597906233  1.090898e-01 -2.091804e-02  0.613946929   1.48052803
#>  [206,]  0.3734826104 -7.244520e-02 -6.995725e-02  0.445529150   1.46371456
#>  [207,]  0.2530306461 -1.022801e-01 -3.135223e-02  0.315672211   2.26251621
#>  [208,]  0.1158609026  2.220373e-02 -3.808211e-02  0.240345251   3.00554235
#>  [209,]  0.1531383124  5.687256e-03  2.172491e-03  0.339547938   2.74599909
#>  [210,]  0.2595578879 -1.597600e-01  3.657497e-02  0.503983532   1.65795224
#>  [211,]  0.0758826487  1.250479e-01  9.528603e-02 -0.210954675   2.25200034
#>  [212,]  0.3475218303 -4.909670e-02 -1.776652e-03  0.481253543   4.80621298
#>  [213,] -0.3821545710  4.489625e-01  2.077049e-01  0.320523022   9.58462571
#>  [214,]  0.5396174833 -1.870197e-02 -1.144480e-01  0.453244338   1.92235649
#>  [215,]  0.3974671767  1.887342e-01  1.862512e-01 -0.385138675   2.92542332
#>  [216,]  0.3133466234  1.055899e+00  1.855435e-01 -0.038059963   0.20187572
#>  [217,]  0.3549430357 -1.756387e-01 -7.832647e-03  0.240081532   1.73671179
#>  [218,]  0.3635387558  4.652170e-03 -9.121756e-02  0.508707456   3.94229750
#>  [219,] -0.5516416516 -3.656734e-01  2.179022e-01  0.435334129   4.66891992
#>  [220,]  0.0306125426 -1.321724e-01 -1.362063e-01  0.428655894   2.90177437
#>  [221,]  0.0874615133  2.875396e-02  2.890691e-01 -0.132350449   4.47187516
#>  [222,]  0.3283663577 -5.478648e-02 -1.043788e-01  0.447597854   2.88967819
#>  [223,]  0.4633648635 -1.387479e-01 -8.316749e-02 -0.025957769   1.44671646
#>  [224,] -0.2986792784 -2.144351e-03 -1.559857e-01 -0.254235505   3.71421749
#>  [225,]  0.5321255887 -9.839305e-03 -4.878573e-02  0.298556833   2.28242135
#>  [226,]  0.2496107394 -4.794495e-02 -1.060782e-02  0.335978888   2.24333506
#>  [227,]  0.1483597464 -2.607659e-01  6.902572e-02  0.403858238   1.72280413
#>  [228,] -0.2343138557 -1.150479e-01  1.302915e+00  0.537540662   0.25058511
#>  [229,] -0.5055468711 -6.161140e-02  2.322818e-01  0.555344276   3.36831906
#>  [230,] -0.4606039488  5.629479e-01  2.247513e-01  0.086847793   5.82329963
#>  [231,]  0.2555319038  2.140799e-02  2.671536e-01 -0.019575329   2.13035362
#>  [232,]  0.2733080261 -6.160005e-02  2.207983e-02  0.229098574   4.12308060
#>  [233,]  0.0725311313  4.592585e-01  9.352035e-02 -0.028561791   3.13107079
#>  [234,]  0.3516824066  2.561310e-01  7.920204e-02 -0.619716079   0.91960990
#>  [235,]  0.3231260830  1.912529e-01 -3.131160e-01 -0.619985852   3.82124297
#>  [236,]  0.4849432834 -7.672250e-02 -4.846129e-02  0.297564430   1.55967654
#>  [237,]  0.1677044539 -1.061893e-02 -4.862568e-02  0.388320137   5.41899384
#>  [238,]  0.6105919562  3.205923e-03 -4.944705e-02  0.255860562   3.25276083
#>  [239,]  0.3402688655 -7.151963e-02 -1.054848e-01  0.543401878   2.17056940
#>  [240,]  0.2581351323  1.498939e-02 -7.494285e-03  0.506805523   2.05976999
#>  [241,]  0.3509933231  5.959586e-02 -4.691278e-02  0.277454673   2.30364134
#>  [242,]  0.2951116145 -1.947414e-01 -6.262211e-02  0.271307299   3.12301665
#>  [243,] -0.5937823298 -2.036135e-01  2.798181e-01  0.485211239   3.34079114
#>  [244,]  0.3294033871 -1.195681e-01 -6.767311e-02  0.422893288   4.42434351
#>  [245,]  0.5132440504 -6.482671e-03 -1.112191e-01  0.351875770   3.39284941
#>  [246,]  0.1619109232 -7.923589e-02 -1.337948e-01  0.424778644   2.26262731
#>  [247,]  0.5142450561  1.235750e-01 -6.087141e-02  0.514966260   3.08409444
#>  [248,]  0.0930929710 -1.385479e-02 -5.459464e-02 -0.191936134   1.01872147
#>  [249,]  0.1051904274 -1.608995e-01 -1.055040e-01  0.093956517   3.82914874
#>  [250,]  0.3996601735  3.767444e-01  3.644215e-02 -0.514707603   1.85020644
#>  [251,]  0.1986744580  2.316206e-01  1.228288e-02 -0.395739401   4.23361105
#>  [252,]  0.4615946796 -1.780638e-01 -3.265952e-03  0.233938720   3.80025969
#>  [253,] -0.5051519629 -3.247969e-02  3.096504e-01  0.333394891   4.78586144
#>  [254,]  0.3992313063 -2.912955e-02  3.394920e-02  0.430115767   2.20382043
#>  [255,]  0.0750204786 -2.255201e-01  7.358963e-02  0.198884105   2.55033941
#>  [256,]  0.1376001853 -1.076862e-01 -1.920012e-02  0.380604970   2.19571451
#>  [257,] -0.2968996739  1.216064e-01  4.733480e-02  0.291139809   3.08779134
#>  [258,]  0.4222531559 -5.721707e-02 -2.504321e-02  0.479856602   2.73375366
#>  [259,]  0.2431104049 -1.818202e-01 -1.987955e-02  0.522002672   3.68009528
#>  [260,]  0.5104945282  2.183359e-01  7.318950e-02  0.531773479   1.35623073
#>  [261,] -0.4246006030  6.016998e-02  4.814833e-01  0.630825900   6.41559196
#>  [262,]  0.2376089754 -7.364695e-02 -4.690846e-02  0.391942055   1.12561373
#>  [263,]  0.1812469023 -6.937812e-02 -2.006106e-01  0.402985990   3.85235154
#>  [264,]  0.1660855966 -2.892409e-02 -3.085817e-01 -0.314247504   3.80292237
#>  [265,] -0.1980205969  3.439570e-01  3.138370e-01  0.309094241   1.61262795
#>  [266,]  0.3641060370 -4.416944e-02 -4.018435e-02  0.368043306   4.41700669
#>  [267,] -0.0707554407  3.076849e-01  2.043211e-01  0.134302893   2.82481143
#>  [268,]  0.2303246937 -1.966721e-01 -1.407422e-01  0.097797739   3.43615658
#>  [269,]  0.2797076170 -2.961633e-02 -1.272212e-01  0.231260032   1.95527468
#>  [270,]  0.4550253506 -6.847593e-02 -1.448459e-01  0.363359581   3.19218415
#>  [271,]  0.0977782516  8.324583e-01  1.499608e-01  0.126546411   5.68800873
#>  [272,] -0.0987528830  1.977113e-01  2.453628e-01  0.012467533   4.52049107
#>  [273,]  0.3443615458  8.137495e-02  1.253210e+00  0.125243437  -0.30945857
#>  [274,]  0.3687602086 -1.693848e-01 -4.664621e-02  0.210370981   3.20225664
#>  [275,]  0.2130083998  3.271669e-02 -1.266446e-01  0.181801350   2.46558332
#>  [276,] -0.2233073036 -1.064412e-01  1.549882e-01 -0.254410002   2.52816952
#>  [277,]  0.1003424958 -2.564227e-02 -5.460868e-02  0.289828138   4.04103462
#>  [278,]  0.2245918811  6.162808e-01 -2.693546e-01 -0.357232692   2.69035976
#>  [279,]  0.1984878466 -1.757540e-01 -2.735589e-02  0.331993361   4.83078238
#>  [280,]  0.3411654417  1.764124e-01 -8.968761e-02  0.354577213   0.13948673
#>  [281,]  0.3248634567  2.037921e-01 -5.595249e-01 -0.688852331   1.49463888
#>  [282,]  0.3077649543 -9.240461e-03 -2.545811e-02  0.458172945   3.59395484
#>  [283,]  0.4873717183  1.277519e-01 -8.980509e-02  0.432643830   1.57540392
#>  [284,]  0.3902298841 -1.739678e-02 -2.854611e-02  0.218128418   1.97088729
#>  [285,]  0.1895536198  1.665458e+00  9.460739e-04  0.139418138   2.68431754
#>  [286,]  0.3606605348 -2.231774e-01 -4.558835e-02  0.558150070   2.51509906
#>  [287,]  0.1850036895 -1.946717e-01 -2.982184e-01 -0.055598011   3.13911771
#>  [288,]  0.4089471574 -8.567015e-03 -6.400748e-02  0.402254518   1.96983185
#>  [289,] -0.1408729485  2.298755e-01  6.494107e-02 -0.066389924   2.28781859
#>  [290,]  0.2333472440  9.194127e-01  1.128890e-01 -0.065264079   3.23684003
#>  [291,]  0.1624647436  3.067046e-01 -3.985022e-02 -0.468513699   4.51551441
#>  [292,]  0.2606725456  7.877875e-02  5.963259e-02 -0.308891288   1.28524430
#>  [293,]  0.2718302364  1.374169e-01 -4.577317e-02  0.529269338   2.01244950
#>  [294,]  0.1970608718 -5.414833e-02 -9.092859e-02  0.283890509   2.59346763
#>  [295,]  0.3894409971 -2.198256e-01 -8.563565e-02  0.267638046   2.19361598
#>  [296,]  0.4885334449  1.566883e-01 -7.499369e-01 -0.526014496   1.57202838
#>  [297,]  0.4028660009 -1.182664e-02 -3.414677e-02  0.241928260   2.24409837
#>  [298,]  0.2427310611  4.074503e-01 -2.370144e-02 -0.469038666   3.51738951
#>  [299,]  0.5217264916  2.583402e-01 -4.188067e-02  0.369576156   3.19181823
#>  [300,] -0.5284207752 -2.176006e-01  1.711512e-01  0.396606459   6.67930368
#>  [301,] -0.6122177920 -1.766561e-01  2.123924e-01  0.378981267   5.15879932
#>  [302,] -0.4354369380  1.726088e-01  1.342196e-01  0.202060855   1.91402633
#>  [303,] -0.2913369011  2.351652e-01  2.117911e-01  0.235578282   4.20655432
#>  [304,]  0.3489964713  6.139453e-02 -2.437720e-02  0.165494090   0.51410980
#>  [305,]  0.6126604725  3.558437e-01 -1.058780e-01  0.195033827   1.69854425
#>  [306,] -0.3393704512 -5.237418e-01  5.161720e-02  0.330158337   3.75919980
#>  [307,]  0.1414478070  4.591608e-01  2.895192e-01  0.028856296   3.01004263
#>  [308,] -0.5311720242  6.508956e-02  2.516256e-01  0.442238693   1.83719075
#>  [309,]  0.2454300124 -7.476410e-03 -9.157698e-02 -0.158104627   0.83896301
#>  [310,]  0.3428142837  1.325640e-01 -2.221788e-01 -0.386764702   2.88325014
#>  [311,]  0.3891912521 -1.271865e-01 -3.119525e-02  0.129949364   3.34955284
#>  [312,]  0.2012700342 -3.400126e-02 -1.327005e-01  0.363595579   4.70798224
#>  [313,] -0.5202502115  6.600937e-02  3.745317e-01  0.280800328   6.23683225
#>  [314,]  0.4727357392  1.380839e-01 -1.124456e-01  0.305044848   2.72906855
#>  [315,]  0.3046068679  2.600273e-01 -2.621369e-02  0.300898113   2.25123562
#>  [316,]  0.2969899743 -1.245378e-01 -1.317890e-01 -0.016710896   2.50718630
#>  [317,]  0.3784990592  1.393586e-02 -2.345051e-02  0.398497399   3.95620136
#>  [318,]  0.3315706119  8.567565e-01  1.442906e-01 -0.105487894   2.97237767
#>  [319,]  0.3388010643 -1.997122e-01 -2.165475e-02  0.424296127   2.38981575
#>  [320,]  0.4025969272 -7.192993e-02 -4.101317e-02  0.546699150   4.10554246
#>  [321,]  0.1346952405  2.127923e-01  1.258118e-01 -0.437254093   1.30615202
#>  [322,] -5.6290976027  8.289052e+00 -4.063497e+00  5.989038134  38.34910253
#>  [323,] -2.7403773817 -8.781372e+00  7.129766e-01  2.248177814   6.23932661
#>  [324,] -0.3845521311  2.153100e-01  2.480322e-01  0.281535629   3.48260185
#>  [325,]  0.3711837000  4.572610e-03 -1.553087e-02  0.349084902   2.70059165
#>  [326,]  0.3761907240 -5.376161e-02 -4.877822e-02  0.320722645   4.89584427
#>  [327,]  0.0771260837  9.599535e-02  1.383046e-01 -0.302175870   2.65371186
#>  [328,]  0.2585396708 -3.381294e-01 -6.707340e-02  0.272266877   1.47882718
#>  [329,]  0.2909611881 -2.028307e-01 -7.040356e-02  0.206950783   1.80992464
#>  [330,]  0.0385732940  1.620292e+00  5.916381e-02  0.293755371   1.32590884
#>  [331,]  0.0596709842  3.455987e-01  3.115378e-01  0.045240835   2.65992443
#>  [332,]  0.4036601981  3.199058e-01 -8.103030e-02 -0.500222025   2.35877376
#>  [333,]  0.4424744091  3.095047e-01 -1.464686e-01  0.345578809   1.01294340
#>  [334,]  0.5221769987  3.056298e-01 -9.868840e-02  0.265876300   0.70696255
#>  [335,]  0.2454652361 -1.294216e-01  7.586258e-05  0.208404660   2.68219751
#>  [336,] -0.6016457217 -4.961082e-01  1.995937e-01  0.609902014   5.12353026
#>  [337,]  0.4702830308  2.953031e-01 -2.919917e-01 -0.596574359   1.93245512
#>  [338,]  0.2374584957  4.936974e-01  3.568829e-01 -0.167434058   1.60154181
#>  [339,]  0.1615076996  1.650138e-01 -4.146595e-02  0.415343014   3.61244745
#>  [340,]  0.1760008500 -5.128302e-02 -6.695725e-02  0.087279746   2.96295518
#>  [341,]  0.3758854757 -1.239419e-01 -1.024861e-01  0.403263716   2.97447208
#>  [342,]  0.2618593234 -2.006980e-01 -9.942013e-02  0.314564636   4.53716453
#>  [343,]  0.0660653777 -3.279728e-02 -7.347014e-02  0.047075100   1.71351796
#>  [344,]  0.2715994950 -1.452605e-01 -1.907558e-01  0.025222719   3.54446941
#>  [345,]  0.2681876050 -8.374374e-02 -1.119814e-01  0.399502812   0.17644832
#>  [346,]  0.3691753984 -1.836231e-01  4.953275e-02  0.483353154   1.94108527
#>  [347,]  0.3481815862 -7.470628e-02 -5.831911e-02  0.222615407   3.47844049
#>  [348,]  0.1861568358 -8.960122e-02  3.946011e-01  0.082449024   3.34143253
#>  [349,]  0.3333732061  6.023031e-01  3.633898e-01 -0.132339373   2.93321388
#>  [350,]  0.3541422616  1.159811e-01 -5.079086e-02  0.340247880   2.71392070
#>  [351,]  0.3169729061 -1.218126e-02 -8.241956e-02  0.121240269   0.64689485
#>  [352,]  0.4559608918  7.428139e-02 -8.341891e-02  0.614984053   2.55235562
#>  [353,] -0.2111047964  5.680720e-01  1.410984e-01  0.478956569   3.63926881
#>  [354,]  0.6245960319  3.638590e-01 -1.864118e-02  0.324503665   1.19850315
#>  [355,]  2.1112149580  1.150325e+00 -3.666772e+00 -2.052668290   6.28281437
#>  [356,]  0.2238860571 -1.176834e-02  3.717682e-02  0.335817722   1.95080444
#>  [357,]  0.5208941946  2.365190e-02 -1.407900e-01  0.014070010   0.41226200
#>  [358,] -0.6010712273 -4.234738e-01  3.188673e-01  0.748079868   4.22013292
#>  [359,]  0.3602400472 -1.561705e-02 -5.067922e-02  0.270454506   2.28807213
#>  [360,]  0.4786251046  9.888586e-02 -6.944313e-02  0.543015676   1.79236601
#>  [361,]  0.4851783227 -5.422743e-03 -5.808238e-02  0.536619688   3.75575316
#>  [362,]  0.5016093769  5.614422e-02  2.699382e-03  0.432518023   3.22019990
#>  [363,]  0.5202694103  8.039941e-02 -2.393439e-02  0.461935239   0.19034712
#>  [364,] -0.4185308774 -7.578325e-01  1.470506e-01  0.511693514   3.52330983
#>  [365,]  0.4764288154  3.738369e-03  1.261463e-02  0.386948305   1.53360094
#>  [366,]  0.0435742744  4.945584e-01  2.068686e-01  0.026583774   3.98023634
#>  [367,]  0.3609008078 -2.068935e-01 -8.134986e-02  0.210583925   3.17687353
#>  [368,]  0.1883245632 -2.327274e-01 -2.403711e-01  0.244943637   3.99112819
#>  [369,] -0.4168030145  2.892765e-01  3.137467e-01  0.233523039   8.27834092
#>  [370,]  0.4903680863 -8.566844e-02 -1.164520e-01  0.132478019   2.59769628
#>  [371,]  0.4778720111  2.827463e-02 -2.927767e-04  0.351054248   4.17485328
#>  [372,]  0.3924103816  1.582728e-01 -1.320077e-01 -0.537436224   4.23715468
#>  [373,]  0.3296196643 -1.053716e-01 -4.105236e-02  0.355386254   2.15645302
#>  [374,] -0.5037202121  3.964469e-02  1.645067e-01  0.225883339   5.28357419
#>  [375,]  0.3505753272  1.866402e-02 -4.121084e-02  0.220479100   2.33804946
#>  [376,]  0.3042149921 -1.971992e-01 -6.674829e-03  0.568335063   2.56981001
#>  [377,]  0.5235421267  1.131391e-01 -2.929706e-02  0.442875225   3.47746347
#>  [378,] -0.6020790967 -2.848807e-02  2.916329e-01  0.406055627   5.34396740
#>  [379,] -0.5653193165 -7.025474e-02  3.244672e-01  0.413724895   3.37858229
#>  [380,]  0.1639304438 -9.508551e-02 -6.549785e-02  0.297385843   1.18832444
#>  [381,]  0.2060227479  7.477629e-02  4.168885e-01 -0.073288510   3.23205484
#>  [382,] -0.6182991638 -2.166027e-01  2.955547e-01  0.414496407   3.02816791
#>  [383,]  0.3725545041  4.898692e-02 -1.163963e-01  0.239561482   3.40050652
#>  [384,]  0.1974163658 -1.617769e-01 -6.674864e-02 -0.028963313   2.33309772
#>  [385,]  0.3004492626 -5.927999e-02 -1.385972e-02  0.434043831   3.58037390
#>  [386,]  6.0699332184 -6.647172e+00  5.527766e+00 -6.046343059 -54.62730448
#>  [387,]  0.3509156170 -6.499524e-03 -6.541346e-02  0.225680678   0.83006557
#>  [388,] -0.5193195396 -2.917837e-01  3.068959e-01  0.518679246   7.30501816
#>  [389,]  0.6299852808  1.213554e-01 -1.714288e-01  0.202303201   1.18763890
#>  [390,]  0.2082745374  1.533779e+00 -1.246868e-02  0.198355229   2.73334831
#>  [391,] -0.0733618562  5.028226e-01  1.174125e-01  0.165448507   4.21869833
#>  [392,]  0.4262181334 -2.425382e-01 -4.953174e-02  0.278953032   3.10277159
#>  [393,]  0.0182245180 -1.879782e-01 -1.098203e-01  0.253631925   3.50723346
#>  [394,]  0.2371161320 -6.684744e-02 -6.569763e-02  0.234689458   2.74787903
#>  [395,]  0.2158255651 -4.806993e-02  1.208288e-01 -0.019143208   2.84550726
#>  [396,]  0.4204007874  1.492097e-01 -1.197192e-01  0.313550561   2.16287307
#>  [397,]  0.3474416680  1.599350e+00 -3.569943e-02 -0.180777916   3.03008242
#>  [398,] -0.2898500640  2.767304e-01  2.250614e-01  0.401914022   4.85199803
#>  [399,] -0.0976153180  4.248201e-01  1.746427e-01  0.277498416   3.61937182
#>  [400,] -0.5250284643  3.130318e-02  2.876201e-01  0.527195502   4.72081850
#>  [401,]  0.2667225658  1.700543e-01  2.540901e-01 -0.086534398   2.70009556
#>  [402,]  0.2243530972  4.239566e-02 -7.404253e-02  0.469468606   3.12777154
#>  [403,]  0.0852522303 -1.863364e-02  8.595916e-01  0.115346598   0.74708905
#>  [404,]  0.1861338965  5.336384e-01 -7.939481e-02 -0.139163429   4.13948788
#>  [405,]  0.3057894629 -9.653249e-02 -2.501294e-01  0.220867953   1.54200635
#>  [406,]  0.3866012059  2.326423e-01  7.260579e-02 -0.293755613   4.85997437
#>  [407,]  0.2133240341 -4.748042e-02 -1.935407e-01  0.348316966   4.10448185
#>  [408,]  0.5513639865  2.494879e-02  4.039667e-03  0.354743568   3.94813176
#>  [409,] -0.0313187552  3.363194e-01  1.020757e+00 -0.251623203   2.04185573
#>  [410,]  0.4899840130  7.834778e-01  5.515041e-02 -0.383152268   1.03175995
#>  [411,]  0.1242185191  3.784926e-01  4.284451e-01  0.042707876   2.03356781
#>  [412,]  0.1122957042 -1.892979e-01 -1.128338e-01  0.172098194   1.39857759
#>  [413,] -0.1482924166  7.162348e-02  7.673695e-01  0.324745246   3.56828054
#>  [414,]  0.1894220439  4.058991e-02  1.564667e-01 -0.143917296   3.84507365
#>  [415,]  0.2955793183  7.380325e-02 -7.865042e-02  0.425572965   2.14135116
#>  [416,]  0.1293399023  2.895588e-01  3.130570e-01 -0.046943728   2.76716696
#>  [417,]  0.4227201622 -2.484231e-01 -4.716087e-02  0.356544342   2.86650429
#>  [418,]  0.1087081965  2.589568e-01  2.445772e-01 -0.357792282   2.28368793
#>  [419,]  0.4329801560  4.015113e-01 -1.716359e-01 -0.591097024   3.10825565
#>  [420,]  0.3758555813  1.233628e-01 -1.291858e-01  0.214286110   3.23249860
#>  [421,]  0.1220722874  1.782393e-01  4.350834e-02 -0.283513526   3.39484420
#>  [422,]  0.6480154886  2.077528e-01 -1.928773e-01  0.128517049   2.17227544
#>  [423,]  0.3623586201  9.435059e-02 -5.853714e-02  0.420343128   3.45208252
#>  [424,]  0.1488450096 -1.193074e-01 -3.177504e-02  0.314589056   2.54775137
#>  [425,]  0.4218302353  1.426238e-01  3.002402e-01 -0.300001826   3.55135562
#>  [426,]  0.2695594963 -2.771214e-01 -6.166107e-02  0.136953686   5.06404630
#>  [427,] -0.3771773012  6.343829e-02  1.789809e-01  0.100966244   5.04241095
#>  [428,]  0.0812742911  2.022587e-01  2.531742e-01 -0.184034564   3.32640957
#>  [429,]  0.3525368838 -1.539203e-01  5.818238e-02  0.335313042   2.57262555
#>  [430,] -0.0416403940  5.348002e-01  1.838568e-01  0.041422057   2.04570146
#>  [431,]  0.4051903566  2.779594e-02 -5.876446e-02  0.327285881   1.81781843
#>  [432,]  0.2295074276 -1.074181e-01 -5.003245e-02  0.175922240   4.68232730
#>  [433,]  0.3509100190 -7.958565e-02  9.827743e-02  0.461958299   3.01155708
#>  [434,]  0.3799639444  1.064875e+00  1.878368e-01 -0.024208726   2.80116412
#>  [435,] -0.3393137035 -4.762818e-01  1.284480e-01  0.484541325   1.10561824
#>  [436,] -0.6509580964 -3.986475e-01  4.329809e-01  0.607544768   2.86882570
#>  [437,]  0.1684811915  1.804376e-01 -1.371469e-01  0.265427459   2.04271259
#>  [438,]  1.1318457143  7.848560e+00 -1.238607e-01 -1.290134362   0.38615028
#>  [439,]  0.0684219745  2.358611e-01  1.790759e-01 -0.288339615   1.44019549
#>  [440,] -0.6684900027 -4.773612e-01  4.960248e-01  0.899437387   1.42660451
#>  [441,]  0.4190214018  7.501062e-02 -4.560528e-02  0.335237111   2.27477041
#>  [442,]  0.4968849566  9.531032e-02 -1.183563e-01  0.328042364   1.51843739
#>  [443,]  0.0477944479 -2.899502e-01  2.664869e-01  0.799405461   2.67048419
#>  [444,] -0.1998423254  9.065457e-02  2.977292e-01  0.164541037   3.58930784
#>  [445,]  0.3448033148  3.220562e-02 -4.356119e-02  0.340513663   2.04111952
#>  [446,]  0.4513667516  1.302209e-01 -5.807043e-02  0.497673698   2.70235289
#>  [447,]  0.2992268723 -1.937030e-01 -7.066815e-02  0.214208987   3.72365127
#>  [448,]  0.2687411576  5.728817e-02  2.751644e-03  0.295795204   4.78953902
#>  [449,]  0.2258919385  7.499167e-03  1.595613e-02  0.380269214   1.10760892
#>  [450,]  0.1622917144 -1.440287e-01 -5.656776e-02  0.146304736   4.47686568
#>  [451,] -0.0733289551 -2.024633e-01  5.335520e-01  0.437123290   0.90272666
#>  [452,]  0.5483334117 -8.489332e-02 -4.903745e-02  0.525773381   1.34891416
#>  [453,]  0.2465631644 -1.530703e-01 -1.758772e-02  0.474084686   3.12386441
#>  [454,] -0.2104509370 -1.068481e-01  1.330577e+00  0.404890648   1.76793281
#>  [455,]  0.4220920385  1.022187e-01 -1.026789e-01  0.313128288   2.68670336
#>  [456,]  0.5468137867  6.879675e-02 -1.479257e-01  0.229626810   0.47524269
#>  [457,]  0.5077099437 -7.810953e-03 -3.714158e-02  0.318797480   4.51886012
#>  [458,]  0.0232258170  1.749854e-01  2.751156e-01 -0.045678899   4.20163387
#>  [459,]  0.0952465393 -3.857561e-01 -1.669530e-01  0.012075875   2.65774033
#>  [460,]  0.3373716587  7.297925e-01 -1.061911e-01  0.005666990   1.41794498
#>  [461,]  0.3677181404  4.566268e-02  1.579964e-02  0.295441286   3.40374978
#>  [462,]  0.3932820059  7.745931e-02 -5.811028e-02  0.436005631   2.13187100
#>  [463,] -0.2583755564  3.258301e-01  2.777292e-01  0.314427947   3.10815719
#>  [464,]  0.3733481484  4.190228e-01 -1.817864e-02 -0.525973788   0.90770929
#>  [465,] -0.0050418144  9.622034e-01  2.132214e-01  0.237579703   5.26202791
#>  [466,]  0.4242593570  2.701736e-01 -2.160382e-01 -0.579319839   3.27345541
#>  [467,]  0.3909881375  4.513158e-01  1.234883e-01 -0.372815856   3.85255363
#>  [468,]  0.1332939390  2.283260e-01  7.351902e-01  0.083978677   2.41808657
#>  [469,] -0.0020240944  6.895085e-01  2.906528e-01  0.184022867   1.02765844
#>  [470,]  0.2699574919 -1.188460e-01 -2.687109e-02  0.199907923   2.82746308
#>  [471,]  0.4048098737 -1.187590e-02 -5.156106e-02  0.259116327   1.12595169
#>  [472,]  0.2513002508  7.395796e-02 -2.727505e-02  0.426554689   3.52844076
#>  [473,]  0.3345524007 -1.057050e-02 -4.249566e-02  0.201766669   2.36150367
#>  [474,]  0.1491693870 -2.619126e-01 -1.057305e-01  0.315384101   3.30051477
#>  [475,]  0.0046910090 -2.598325e-01  3.296311e-01  0.234419777   0.42004759
#>  [476,] -0.5725530702 -2.190223e-02  3.078984e-01  0.453499694   7.15113428
#>  [477,]  0.4794742215  6.437901e-02 -6.217029e-02  0.388523951   2.15652533
#>  [478,]  0.3719121991 -3.627490e-01 -2.564698e-02  0.093343984   2.58927733
#>  [479,]  0.3014692734 -3.734873e-02 -3.040575e-02  0.441619839   2.22671035
#>  [480,]  0.1619277931 -7.096503e-02 -8.574480e-02  0.227487542   3.18183128
#>  [481,]  0.2456558020 -1.632146e-01 -6.714788e-02  0.477516586   3.26389367
#>  [482,]  0.2935615397  5.729209e-02 -2.181731e-02  0.270442932   1.74714280
#>  [483,]  0.0626729525  4.112661e-01  4.335541e-01  0.033950517   1.04509323
#>  [484,]  0.2317943547 -1.980433e-01 -8.113444e-02  0.509908190   2.50999341
#>  [485,] -0.4395796803  5.484628e-01  1.669109e-01  0.136804307   7.13456168
#>  [486,]  0.1809919118 -3.757093e-01 -1.072446e-01  0.205811472   2.39604014
#>  [487,] -0.0694226172  4.942681e-01  3.089606e-02  0.470083959   4.89871675
#>  [488,]  0.3731812724  3.348980e-01 -7.519331e-02 -0.569024568   2.58345922
#>  [489,]  0.4307881213  3.163496e-03 -2.721778e-01  0.225702993   1.58703686
#>  [490,]  0.3030096688 -1.451460e-01 -7.517838e-02  0.160288870   1.94237215
#>  [491,]  0.0811069115 -1.427446e-01 -3.796374e-01  0.211234911   3.62136670
#>  [492,] -0.0371635221  6.895022e-03 -8.554069e-02  0.515219193   4.26336850
#>  [493,]  0.2614203746  1.573908e-01 -2.828135e-02 -0.344757761   3.09566728
#>  [494,]  0.1194537407  6.087361e-01  1.724366e-01 -0.100188736   2.32201382
#>  [495,]  0.3138300057  3.535790e-01  1.103932e-01 -0.266065031   1.53297919
#>  [496,] -0.5058706859 -5.980741e-02  3.649594e-01  0.503654069   9.97635715
#>  [497,]  0.3668699778  1.558039e-01  5.599901e-01  0.066809209   1.89372858
#>  [498,]  0.0748279770 -7.125110e-02 -4.369545e-02  0.337905986   4.86623889
#>  [499,]  0.2343918694  4.822404e-01  3.713222e-01 -0.126275929   0.72486548
#>  [500,]  0.2442646959 -1.009532e-01 -1.083311e-01  0.160177792   3.85014796
#>  [501,]  0.2244366013  2.880019e-01  6.899513e-02 -0.387390987   3.53154680
#>  [502,]  0.3137456671  1.756457e-01 -7.150387e-02  0.458449446   3.57353321
#>  [503,] -0.5213018636 -4.008335e-02  2.587213e-01  0.380731627   7.06076578
#>  [504,]  0.2515859942  1.704073e-01  3.099837e-01 -0.264201434   1.58443662
#>  [505,]  0.2447762970 -8.174615e-02 -8.023993e-02  0.379470820   3.63018303
#>  [506,]  0.1748344098  3.215320e-01  2.234275e-01 -0.059016600   3.48415319
#>  [507,] -0.5277840423  6.868880e-02  3.373194e-01  0.419189437   4.87415427
#>  [508,] -0.3426136856  7.052571e-01  1.536754e-01  0.043701907   3.17861833
#>  [509,]  0.3124059031  2.972882e-01 -5.309484e-02 -0.538506248   2.01831882
#>  [510,]  0.2922081224 -1.838576e-01  8.585461e-02  0.475273714   1.19829270
#>  [511,]  0.3075617977 -1.022434e-01 -2.871663e-01  0.140573731   3.17942024
#>  [512,] -0.6174530057  2.629978e-02  2.074655e-01  0.294591705  10.77393370
#>  [513,]  0.0180236638  1.649239e-01  1.492019e-01 -0.082779091   2.22338562
#>  [514,]  0.4531254807 -1.011472e-02 -8.161386e-02  0.235519507   2.21431296
#>  [515,]  0.2202792740  2.224312e-01  3.252037e-01 -0.226402889   5.42673991
#>  [516,]  0.5714077922  5.529283e-02 -3.573614e-01  0.115105540   1.81351001
#>  [517,]  0.0785604463  9.926992e-02  4.043863e-01  0.090472041   3.05020617
#>  [518,]  0.0792803353 -1.212811e-01 -5.704344e-02  0.015813813   1.96308031
#>  [519,] -0.2543220182 -4.470338e-02  1.116371e-01  0.313567718   1.72778778
#>  [520,]  0.3525380565  9.192914e-02 -8.235426e-02  0.326572378   3.84508597
#>  [521,]  0.3203599505  3.275589e-01  8.958338e-03 -0.532376272   2.24355430
#>  [522,]  0.2485426229  2.243583e-01 -2.293455e-01 -0.548905658   3.37173455
#>  [523,]  0.3481326827 -6.981471e-02 -8.659049e-02  0.448189746   1.50519634
#>  [524,]  0.0728332659  3.244546e-01  2.656939e-01 -0.111330619   1.95970790
#>  [525,] -0.4275592314  3.031624e-01  1.351995e-01  0.132531893   5.39173190
#>  [526,]  0.4584320227 -7.966192e-02 -1.103521e-03  0.515409123   2.13163354
#>  [527,]  0.1253973225 -1.830355e-01 -2.476245e-01  0.178213684   4.77401865
#>  [528,]  2.7240378921 -8.942051e+00  7.750123e-01 -2.538346807  -7.02915447
#>  [529,] -0.5635906469 -2.283995e-01  2.445009e-01  0.404278882   3.96831497
#>  [530,]  0.3792812186  1.078324e-01 -3.296478e-02  0.461828182   4.41278690
#>  [531,]  0.3004568678 -1.441028e-01 -4.359253e-02  0.670683915   0.91448655
#>  [532,]  0.2054659978  1.748971e-01  1.041830e-01 -0.371851591   2.43774674
#>  [533,]  0.2709933950 -5.605898e-03 -6.410895e-02  0.260143940   1.54206405
#>  [534,] -0.5996865111 -5.584516e-01  2.976962e-01  0.559162998   3.93032801
#>  [535,]  0.5231912974 -4.230087e-02 -7.206322e-02  0.220256190   1.40478850
#>  [536,]  0.4366936744  2.717889e-01 -2.895683e-01 -0.479097255   3.58401028
#>  [537,]  0.2183882254 -1.551894e-01 -2.611338e-02  0.238639580   3.34774384
#>  [538,]  2.2449452871  3.255678e+00 -1.479907e+00 -2.162280582  -0.72419943
#>  [539,]  0.3688671865  2.398828e-01 -1.989872e-01  0.084725035   0.85355071
#>  [540,]  0.4381816615 -6.305869e-02 -5.863795e-02  0.340121590   2.47218763
#>  [541,]  0.2661634415 -7.974269e-02 -4.777613e-02  0.297336689   2.69540416
#>  [542,]  0.3281643450 -1.247278e-01 -2.751541e-01  0.025171437   1.96971485
#>  [543,] -0.0794910395  3.308969e-01  1.992553e-01 -0.061044699   1.19704221
#>  [544,]  0.5248611591  2.737927e-03 -8.041509e-02  0.177220348   3.27545336
#>  [545,] -0.2480273685  4.598382e-01  3.091713e-01  0.263337918   3.69636096
#>  [546,]  0.2238705420 -1.132609e-01 -5.796847e-02  0.042701539   2.89156170
#>  [547,]  0.1471952239  2.608881e-01  3.672934e-01 -0.360693469   2.59416366
#>  [548,]  0.2821348481 -6.786842e-02 -2.235359e-01  0.440833919   3.12350384
#>  [549,]  0.0873078040  1.619906e-01 -1.040698e-01  0.442411026   1.62479285
#>  [550,]  0.2275663142 -3.331616e-01 -6.274526e-02 -0.046864717   1.51142718
#>  [551,]  0.4045060299 -9.170410e-02 -1.759424e-01  0.331531656   4.47793526
#>  [552,]  0.4736392435  1.133759e-01  4.517657e-02  0.628871009   2.96120868
#>  [553,]  0.5706567242  5.318202e-01  3.131169e-02 -0.524069314   2.66727821
#>  [554,] -0.4846687092 -2.094702e-01  2.767473e-01  0.382839407   5.40116807
#>  [555,]  0.3535848370  9.976162e-02 -6.061291e-02  0.589223674   2.74380215
#>  [556,]  0.2034231939 -1.778013e-01 -3.216818e-02  0.314170610   2.86233682
#>  [557,] -0.3410780068 -5.767733e-01  1.112707e-01  0.461482846   1.49341879
#>  [558,] -0.5371595877 -1.474494e-01  1.959855e-01  0.496588274   4.84821575
#>  [559,]  0.6341894705  6.953759e-02 -3.326432e-02  0.542060752   2.82770083
#>  [560,]  0.5210902060 -1.813093e-01 -3.614978e-02  0.263582435   2.53809123
#>  [561,]  0.3065064550  2.504596e-01 -5.825800e-02 -0.460761671   2.17988711
#>  [562,] -0.2268802407 -1.115045e-01  1.298906e-01 -0.266842792   1.27990632
#>  [563,]  0.2786393268  6.469494e-02 -7.987407e-02  0.457208871   2.55978205
#>  [564,]  0.4093077365  3.361915e-01  2.227532e-01 -0.308397821   1.93834418
#>  [565,] -0.1085200742  1.504836e-01  5.917567e-01 -0.205555765   2.04294572
#>  [566,]  0.4742354987  5.082796e-01 -4.646750e-02 -0.590143283   4.50032389
#>  [567,] -0.4681042614 -6.858880e-02  1.338613e-01  0.184562448   4.73472609
#>  [568,]  0.4122676420 -1.119468e-01 -1.381341e-01  0.351713885   2.90950249
#>  [569,]  0.3573334684 -1.628014e-01 -1.008780e-01 -0.075759268   3.82450172
#>  [570,]  0.0589581329  1.483061e-01 -1.309258e-01  0.184773599   2.85997288
#>  [571,]  0.1495874603  1.825789e-03  4.351916e-02 -0.332108977   3.49221948
#>  [572,]  0.4754361582 -6.500951e-02 -2.048854e-01  0.318767595   0.85069399
#>  [573,]  0.1995613389 -1.448065e-01 -2.614549e-01  0.040986884   3.38121272
#>  [574,]  0.3039997204 -2.544918e-03 -4.517536e-03  0.208694619   2.79975428
#>  [575,]  0.7379460860 -1.967155e-02 -6.474040e-02  0.517617865   1.05876071
#>  [576,] -0.5012641648 -8.077772e-02  4.509610e-01  0.528512577   4.59467804
#>  [577,] -0.1013268508  9.855311e-02  3.596446e-02 -0.263255894   3.77657990
#>  [578,]  0.4267073178 -6.382919e-02 -1.588456e-01  0.166126631   2.23903562
#>  [579,]  0.3297317991  3.796053e-01 -6.435177e-03 -0.476607113   1.10991443
#>  [580,] -0.5253299360 -8.928678e-02  2.865425e-01  0.473480298   5.89549938
#>  [581,]  0.3708789771 -1.764249e-01  1.130773e-01  0.555584251   4.86924717
#>  [582,]  0.5508952890  6.524382e-02 -1.253196e-01  0.310954774   3.27974273
#>  [583,]  0.1964673856 -1.006995e-01 -5.488233e-02  0.362440318   1.07803636
#>  [584,]  0.0639751845  3.059564e-01 -1.580478e-01  0.101550548   1.96030247
#>  [585,]  0.2998986584  3.566380e-01  1.278874e-01 -0.279526418   3.18131525
#>  [586,]  0.3383739908  7.112922e-02  1.642313e-02  0.441091997   2.60659659
#>  [587,]  0.1622137536 -5.754926e-02 -1.124312e-01  0.162984885   2.50916100
#>  [588,]  0.6686369579  6.118931e-02 -4.812124e-02  0.405303360   3.05358301
#>  [589,]  0.4161075665 -6.029178e-02 -4.745864e-02  0.290407339   2.97874280
#>  [590,] -0.3876379769  1.535986e-01  2.361665e-01  0.351225911   7.74826314
#>  [591,]  0.2755296625 -6.559088e-02  3.092131e-02  0.494235995   2.58414235
#>  [592,] -1.1328473008 -5.963627e+00  4.163778e-01  2.021500218   7.43097939
#>  [593,] -0.4722107316 -9.192332e-02  1.888239e-01  0.561463002   3.47160916
#>  [594,] -0.1801990004  1.055126e-01  1.481364e-01 -0.238077345   3.52352900
#>  [595,]  0.2156410459 -7.826528e-02  4.198459e-02  0.246819081   2.38597227
#>  [596,]  0.0790940231 -1.453193e-01 -8.898952e-02 -0.100819054   3.22499456
#>  [597,]  0.3296993484  3.454918e-01  1.726043e-02 -0.557148934   3.29448770
#>  [598,] -0.3329207056 -1.130366e-01  7.361630e-01  0.698295203  -0.04996876
#>  [599,] -0.4161751969  5.218399e-02  1.835434e-01  0.322386758   6.68500878
#>  [600,]  0.5723055746  1.357494e+00  8.325091e-02 -0.252672318   2.35156687
#>  [601,] -0.2819753030  1.104241e-01  1.746656e-01  0.263280444   0.62692901
#>  [602,]  0.3552443664  2.933641e-02 -2.238237e-02  0.156934250   2.86522106
#>  [603,]  0.2312539211 -1.984810e-01 -5.258487e-02  0.385988929   2.72913071
#>  [604,]  0.3869284494  1.381589e-01 -1.229876e-01  0.147794361   0.94347484
#>  [605,]  0.2999813543 -9.798592e-02 -4.894985e-02  0.550001046   3.18861409
#>  [606,]  0.1537248052 -7.473764e-02 -1.107438e-01  0.141331640   4.06922191
#>  [607,] -0.6294030395 -1.971383e-01  3.608340e-01  0.622488514   4.52402060
#>  [608,]  0.2501225312  2.171194e-01  3.061099e-02 -0.581322904   2.85686196
#>  [609,]  0.2719315610  7.742326e-02 -1.611456e-02  0.196275418   2.61126518
#>  [610,] -0.6374064309 -1.504372e-01  3.001010e-01  0.556882485   5.92830099
#>  [611,]  0.3518918947  6.746524e-02 -3.561164e-02  0.139868893   3.23687662
#>  [612,]  0.2981581624  1.980242e-02 -1.105244e-01  0.170203975   3.97196688
#>  [613,] -0.0828073625 -3.634162e-02 -2.680761e-02  0.136792579   2.62949498
#>  [614,]  0.1784601800 -9.736101e-02 -2.149114e-02  0.154456740   2.01005130
#>  [615,]  0.1578136462 -2.674917e-03 -6.518313e-02  0.080155411   2.76522366
#>  [616,]  0.1428512962 -7.035096e-02 -7.731600e-02  0.268264766   3.14946717
#>  [617,]  0.2552370792 -1.101095e-01 -2.872269e-01  0.104227536   4.85897074
#>  [618,]  0.4246153233  4.435879e-02 -2.169748e-01 -0.078351686   0.38052839
#>  [619,]  0.4966048832 -9.541045e-02 -1.092834e-01  0.364489746   3.60701882
#>  [620,]  0.4362552513  9.330695e-02 -6.667235e-02  0.393482660   1.94629769
#>  [621,]  0.1265399857 -3.391680e-01  9.390951e-02 -0.062835028   2.52262716
#>  [622,] -0.1764241450  7.617754e-02  2.121364e-01  0.100734433   2.92566281
#>  [623,]  0.3170905714 -6.075815e-02 -7.020765e-02  0.070062363   5.26445367
#>  [624,]  0.3179602335  7.720865e-02  1.950703e-02  0.232887185   1.19080833
#>  [625,] -0.0647379368 -4.363151e-01  2.143852e-01  0.811749095   1.12508880
#>  [626,] -1.5197338801 -7.342857e-01  4.527216e+00  2.140987338  -2.68562052
#>  [627,]  0.4171326377 -4.811388e-02 -7.680752e-02  0.368317070   3.31384171
#>  [628,]  0.4034282318  4.034273e-01 -1.511309e-01  0.277274754   1.76907808
#>  [629,] -0.0622590193  2.800177e-01  3.070608e-01  0.206131823   2.53397572
#>  [630,]  0.4674166994 -1.003220e-01 -1.058402e-01  0.479435925   3.15625719
#>  [631,]  0.2240536503 -2.746170e-01 -1.811571e-01  0.179621798   2.43641611
#>  [632,] -0.0284993267  1.042891e+00  1.424651e-01  0.226296346   4.98093257
#>  [633,] -0.5848388774 -4.170184e-01  2.114600e-01  0.518154711   6.28251746
#>  [634,]  0.4681929115  3.153543e-01  2.568215e-01 -0.483072393   3.94792620
#>  [635,]  0.2049511024  5.276124e-02 -6.117978e-02  0.434981851   3.50712259
#>  [636,]  0.1429466068  2.780240e-01  1.682165e-01 -0.405194477   1.68138662
#>  [637,]  0.3067388414  5.074858e-02 -7.239066e-02  0.285638031   4.02764134
#>  [638,]  0.0960122255  4.650960e-01 -7.452286e-02  0.021700752   1.79663621
#>  [639,]  0.0472878084 -4.298369e-02 -1.164636e-01  0.296005555   2.95423623
#>  [640,]  0.3594559326  6.738577e-02 -2.075719e-01 -0.228811935   2.59030812
#>  [641,]  0.4770074771  2.288360e-01 -1.027663e-01  0.204636673   2.11024149
#>  [642,] -0.0559255471 -6.908548e-01  1.520363e-01 -0.133140958   5.92138073
#>  [643,]  0.1905485394 -1.528493e-01 -9.379136e-03  0.150328446   3.55613440
#>  [644,]  0.2339195321 -1.268896e-01 -5.508703e-02  0.336105557   1.97143863
#>  [645,]  0.5949093344  5.419232e-01 -1.629147e-01 -0.565506930   4.70044130
#>  [646,] -0.1173619304 -1.968668e-01 -9.763543e-02  0.482368707   1.71052269
#>  [647,]  0.5486451052  2.042512e-02 -1.719339e-01  0.325140137   3.08870861
#>  [648,]  0.5184279690  1.471242e-01 -1.072529e-01  0.359950560   2.04172680
#>  [649,] -0.4689848961  3.472745e-01  3.034605e-01  0.216862330   3.45852800
#>  [650,]  0.3607226279  4.939667e-02 -4.054035e-02  0.417123128   2.92442377
#>  [651,]  0.4521706288  1.463020e-01 -7.359922e-02  0.260005402   2.32273268
#>  [652,]  0.1810411817 -1.789916e-01 -1.889189e-02  0.182789281   2.14372529
#>  [653,]  0.4675217660 -4.452315e-02 -7.083691e-02  0.311555776   2.81275442
#>  [654,]  0.2080857119  2.713859e-01  1.147403e-01 -0.484952355   3.42151628
#>  [655,]  0.1701422637 -4.717364e-02 -3.940980e-02  0.616493099   2.26442665
#>  [656,]  0.5161876986  3.171009e-01  6.628117e-02 -0.525912319   3.32881752
#>  [657,]  0.1182634764 -2.560050e-02 -5.147699e-01 -0.144311377   1.35011701
#>  [658,]  0.5209681242  9.679020e-02 -1.296160e-01  0.162461200   3.93796276
#>  [659,]  0.4577816704 -1.216475e-01 -3.364139e-02  0.217846124   3.99503644
#>  [660,]  0.3953430369  3.324540e-02 -2.203441e-02  0.325588451   1.97439849
#>  [661,]  0.0321542891 -2.993413e-01  4.796055e-01  0.932282314   3.09172724
#>  [662,]  0.2697238553  4.981942e-01  1.936515e-01 -0.247550325   3.28846723
#>  [663,]  0.0302740146 -1.072948e-01  3.078015e-01  0.033974592   1.06546462
#>  [664,]  0.2596381427 -1.274578e-01 -3.296214e-01  0.316972642   2.82776608
#>  [665,]  0.2190349065  3.522964e-01  1.843587e-01 -0.313603914   4.34891107
#>  [666,]  0.1930810713  3.241404e-02 -3.567322e-02  0.240805314   4.01520283
#>  [667,]  0.2515168034  2.889853e-02 -6.854742e-02  0.248478919   3.41026369
#>  [668,]  0.4697097457 -8.273876e-02 -1.635141e-01  0.224578258   4.07981765
#>  [669,]  0.1298304089 -3.226630e-02  2.808238e-01 -0.058503319   3.73937711
#>  [670,]  0.2947124747 -6.847680e-02 -3.577983e-02  0.419937589   3.88515341
#>  [671,] -0.3711626892  1.017946e-01  1.315504e-01  0.181167551   5.10633725
#>  [672,] -0.5074540069 -1.682995e-01  1.887804e-01  0.446505878   3.45178993
#>  [673,] -0.3992640771 -9.932051e-02  1.287755e-01  0.188416478   2.34503728
#>  [674,]  0.4008432340 -6.088970e-02 -1.147972e-01  0.266148751   1.05453416
#>  [675,]  0.3907729073  3.771657e-02  1.730760e-02  0.375495812   3.27843417
#>  [676,]  0.0245150049  3.877552e-01  2.578160e-01  0.075900993   3.25287791
#>  [677,]  0.3674452381 -1.573513e-01 -1.472671e-01  0.204700289   1.77293079
#>  [678,] -0.5116182223  1.070302e-01  1.574063e-01  0.265028150   5.46561565
#>  [679,] -0.3813793226  4.523438e-01  1.530032e-01  0.018610841   5.03598938
#>  [680,]  0.3473271022  1.756208e-01 -2.496219e-01 -0.443558415   4.77751364
#>  [681,]  0.2968231608 -8.725728e-02 -1.699138e-01  0.484263255   1.26484456
#>  [682,]  0.1700983614 -4.629884e-02 -4.746974e-02  0.292620444   3.39752380
#>  [683,]  0.5569869220  1.232086e-02 -1.036254e-01  0.459399641   1.09103322
#>  [684,]  0.3195358010  4.109127e-01 -3.628738e-02 -0.544192520   3.64126316
#>  [685,] -0.4842517845  6.914541e-02  3.623674e-01  0.297076110   2.91989965
#>  [686,]  0.3894655303 -2.603984e-01 -8.468354e-02  0.127565160   0.75579264
#>  [687,] -0.3831613626  4.684968e-02  3.241912e-01  0.417514360   1.64450455
#>  [688,] -0.5060865736 -1.444366e-01  4.197977e-01  0.552879890   2.88978355
#>  [689,]  0.1070223744 -5.227604e-02 -1.402313e-01  0.118253968   3.61709284
#>  [690,]  0.2257619934  1.610889e-01 -6.816519e-02  0.350287617   3.08127636
#>  [691,] -0.5355723128 -9.493558e-02  2.044786e-01  0.313729239   5.36273298
#>  [692,]  0.3407830769 -5.759134e-02 -8.124083e-01  0.047484027   2.69582120
#>  [693,]  0.2477047045 -1.320281e-01 -9.126605e-02  0.149870040   3.41713612
#>  [694,] -0.4284658309  5.793584e-02  9.378561e-02  0.278751527   2.70052601
#>  [695,] -0.3282518197  3.762479e-02  1.221498e-01  0.286181112   6.23913094
#>  [696,]  0.2620290632 -1.997624e-01 -1.044941e-01  0.121788991   4.19095079
#>  [697,] -0.0030729556  4.533090e-01  3.173589e-01  0.158930970   6.54348956
#>  [698,]  0.0702562418  2.983425e-01  1.566064e-01 -0.270625731   3.04901280
#>  [699,] -0.4008225744  1.010141e-02  1.276855e-01  0.180663378   2.48776367
#>  [700,] -0.0172835775  9.388236e-01  2.296995e-01  0.316790507   0.53878979
#>  [701,] -0.5123590539  1.200237e-01  3.462195e-01  0.416177029   7.08328415
#>  [702,]  0.1527487624  7.726457e-02  4.103730e-01 -0.030342999   2.66585102
#>  [703,]  0.3260187183 -4.547583e-03  5.760879e-02  0.456940383   4.95839269
#>  [704,]  0.2328570811  2.213701e-01 -1.191065e-02 -0.384190520   4.14486140
#>  [705,]  0.1613634788  1.502039e-01  2.273282e-01 -0.354140594   1.17961966
#>  [706,]  0.1776261662  2.186123e-01 -3.606849e-02 -0.435561796   1.89532127
#>  [707,]  0.3414171236 -2.383788e-02  5.577840e-02  0.434133989   2.55374710
#>  [708,] -0.1368850819  3.434438e-01  2.687022e-01  0.246662567   3.30085604
#>  [709,]  0.3310290062  9.066732e-02 -4.491681e-02  0.584113067   4.31327903
#>  [710,]  0.4059090263 -9.404599e-02 -6.388122e-02  0.183721569   2.70051444
#>  [711,] -0.4743639117 -6.375069e-02  5.569792e-01  0.533046373   5.10605441
#>  [712,]  0.3618246041  9.682542e-02 -5.076318e-02  0.588989093   1.91071190
#>  [713,]  0.2286309817 -1.485182e-02 -2.077387e-02  0.304507529   3.02971661
#>  [714,]  0.0848526314  1.239208e-01  5.601249e-01  0.089727926   1.95786887
#>  [715,]  0.3852886499  7.426833e-02 -7.189156e-02  0.396419551   2.23994815
#>  [716,]  2.6878556090  3.784003e+00 -1.402143e+00 -1.894440938  -1.19808880
#>  [717,]  0.2049336463 -4.151964e-01 -1.328221e-01  0.122292298   2.46266488
#>  [718,] -0.5621919556 -1.983016e-01  4.771461e-01  0.513096016   1.04839258
#>  [719,]  0.3475325139 -3.399995e-02 -4.530992e-02  0.291820674   2.47984309
#>  [720,]  0.2791517633  3.697123e-01  1.244839e-01 -0.411028773   3.72699305
#>  [721,]  0.2615186116 -1.727632e-02 -1.795498e-02  0.347437919   4.20392048
#>  [722,]  0.2123708211 -5.233488e-02  8.348600e-03  0.281952658   0.91031917
#>  [723,]  0.3285844872 -5.653628e-02 -2.790013e-03  0.471833794   4.13674911
#>  [724,]  0.1649931437  6.310584e-01  2.013512e-01 -0.043057963   0.99918234
#>  [725,]  0.0773044426  4.314823e-01  3.476011e-01  0.064725195   6.21028374
#>  [726,]  0.4159234791 -2.693938e-01 -5.330788e-02  0.396862034   3.71125555
#>  [727,] -0.1520484998  4.285318e-02  5.507503e-01  0.137946926   2.51558394
#>  [728,]  0.3625988517 -2.403995e-01 -5.474304e-02  0.179707829   3.11110490
#>  [729,] -0.5667782811  7.021279e-01  1.532757e-01 -0.553319861   4.66583287
#>  [730,] -0.3568456761  2.054775e-01  3.720834e-01  0.323551561   2.95372958
#>  [731,]  0.1841366803  3.336894e-01  2.693454e-01 -0.307916417   3.97919006
#>  [732,]  0.3238888886 -1.066314e-01 -1.281863e-01  0.258867890   3.45948069
#>  [733,]  0.4718101338  2.515129e-01 -1.419566e-01 -0.490765649   2.37694233
#>  [734,]  0.0582471060  2.391112e-01  4.538454e-01 -0.038339194   1.18829918
#>  [735,]  0.4120920417 -1.699684e-02 -4.993695e-01 -0.029720711   1.27940117
#>  [736,]  0.0033011006 -2.598519e-01 -3.801487e-02  0.122391484   4.05419706
#>  [737,] -0.1828680043  3.955298e-01  2.465457e-01  0.053967157   3.53578586
#>  [738,]  0.4569955060 -1.467866e-02 -4.161966e-02  0.203322764   2.23150259
#>  [739,]  0.4683724605  1.839906e-02 -6.665536e-02  0.327157504   3.18117751
#>  [740,]  0.5415052357 -1.106159e-01 -4.450486e-02  0.297844930   2.83344001
#>  [741,] -3.7331712749  4.581307e+00 -3.206261e+00  3.937611532  13.36993431
#>  [742,] -0.3972728284  3.903105e-01  1.954733e-01  0.197200528   5.72490801
#>  [743,]  0.3866209919 -1.101996e-01  3.613378e-02  0.441340497   2.95135932
#>  [744,]  0.1246085463  4.485934e-01  2.315959e-01 -0.013922384   2.03594444
#>  [745,]  0.4661552036 -1.230287e-01 -2.335435e-01  0.140186832   2.70878999
#>  [746,]  0.5203921363  5.168195e-01 -1.035174e-01 -0.563749341   2.15702450
#>  [747,] -0.3903991547  1.205771e-01  2.381271e-01  0.283535510   4.81131859
#>  [748,]  0.3617769239  4.658788e-01  1.907290e-01 -0.381436889   3.17845851
#>  [749,]  0.3540276937 -1.381372e-01 -2.489042e-01  0.298765600   2.49769997
#>  [750,] -0.6053213125 -4.644864e-01  4.962837e-01  0.799747566   2.55877941
#>  [751,]  0.1514188020 -2.555907e-01 -7.649947e-02  0.508634672   2.27640115
#>  [752,]  0.3192034096  2.476997e-01 -1.855305e-01 -0.528955734   3.94853284
#>  [753,]  0.2225671013  4.637170e-02 -2.355554e-02  0.606158738   2.77101357
#>  [754,]  0.2348625824 -1.359875e-02 -3.759495e-02  0.301462644   3.76205174
#>  [755,]  0.4880571504 -7.105253e-02 -1.233616e-01  0.169175189   3.08048582
#>  [756,]  0.4661370782 -6.634912e-02 -1.195296e-01  0.344267202   1.19270725
#>  [757,]  0.1346527168  4.607989e-02 -5.389378e-02  0.348977224   3.90696918
#>  [758,]  0.3158605118  2.226380e-01 -4.420998e-02 -0.439686578   2.96899095
#>  [759,]  0.0773342408 -2.359516e-01 -2.404898e-02  0.656027951   2.46085386
#>  [760,]  0.3473879952 -1.803640e-01 -1.263126e-01  0.153759510   1.76991588
#>  [761,]  0.3305502100 -2.074495e-01 -2.579918e-01  0.297889730   1.90210653
#>  [762,] -0.6117063801 -5.448114e-01  4.266764e-01  0.676346589   4.80792726
#>  [763,]  0.2352496440 -9.266775e-02 -7.071767e-02  0.301317996   2.31551181
#>  [764,]  0.6153831525 -1.415228e-02  1.898755e+01 -0.996545266 -48.24987918
#>  [765,]  0.1509432441 -2.203551e-01 -1.319192e-01  0.174794915   1.61600995
#>  [766,]  0.3355253081  5.894408e-02  8.285693e-01  0.047970902   1.35316617
#>  [767,]  0.3830128717 -1.719859e-01  5.404837e-02  0.486549938   3.26711000
#>  [768,]  0.2681382985  6.740919e-02  8.047855e-02  0.344258883  -0.67379684
#>  [769,]  0.5678960542 -1.164173e-01 -1.087872e-01  0.487803257   2.82019778
#>  [770,]  0.4448832339 -6.675368e-02 -7.011452e-02  0.426126769   1.63857124
#>  [771,]  0.2090289475 -1.143380e-01 -5.872224e-02  0.441224288   0.60970818
#>  [772,]  0.3542672488 -4.845734e-02 -3.702067e-02  0.404766036   3.75384676
#>  [773,]  0.4126591423 -1.160497e-01 -5.921933e-03  0.718786682   0.28884700
#>  [774,]  0.3428690288  5.680107e-02 -1.254634e-01  0.444525187   3.97092958
#>  [775,]  0.2293674330 -1.521461e-02 -1.297156e-01  0.225519656   2.62081008
#>  [776,]  1.2794494438  4.145259e-01 -2.801435e+00 -0.865750850   2.76442473
#>  [777,]  0.2944645861 -1.088823e-01  1.029737e-01  0.343515196   3.84409478
#>  [778,]  0.0348125671 -1.372651e-01 -1.108453e-01  0.135985496   0.77429693
#>  [779,]  0.3973130510  4.289758e-03  1.199006e+00  0.071452691  -0.09201560
#>  [780,]  0.3543790381  3.412220e-01 -2.548218e-02 -0.514132713   3.29580932
#>  [781,] -0.4981569376 -7.202425e-02  2.655354e-01  0.459477971   5.81699602
#>  [782,] -0.1183436270 -3.598726e-01  7.936364e-01  1.046720373   3.40100265
#>  [783,]  0.0554782696 -2.186778e-01 -9.041378e-02  0.154161846   2.30000000
#>  [784,] -0.2440565308  1.468945e-01  3.366836e-01  0.437622481   5.97542190
#>  [785,]  0.2003575088 -1.380121e-01 -5.212049e-02  0.463231325   3.98519574
#>  [786,]  0.3048538862 -3.713616e-02 -2.430514e-01 -0.215825836   3.80193825
#>  [787,]  0.3384464521  2.034484e-03 -1.176157e-02  0.290034740   3.01295157
#>  [788,]  0.0558199729  8.544826e-01 -3.804103e-01 -1.188001280   3.47845569
#>  [789,]  0.1473983533  3.311198e-02  1.311820e-02 -0.305955098   1.40860201
#>  [790,]  0.5103971108 -2.368495e-03 -6.270415e-02  0.431838161   2.40847471
#>  [791,]  0.4191217436  1.501134e-02 -1.706118e-01  0.244797805   2.74638446
#>  [792,]  0.4380120677  4.091349e-04 -1.028725e-01  0.206286944   2.40117360
#>  [793,]  0.2569626444  1.142817e-01 -1.736920e-03  0.513171372   2.20810367
#>  [794,] -0.2544793926  4.127433e-01  3.023572e-01  0.171929835   3.29461591
#>  [795,]  0.3062043623  4.316366e-02 -4.684213e-02  0.264641733   1.07040069
#>  [796,]  0.3167156273  4.737711e-02 -1.426499e-02  0.264764994   2.66065312
#>  [797,] -0.3774954627  6.089824e-02  1.138639e-01  0.286910173   4.56722142
#>  [798,]  0.0396752136  1.965141e-01  1.753922e-01 -0.358902972   3.93287670
#>  [799,]  0.1703109612 -1.275307e-01 -2.306801e-02  0.177609352   3.22923466
#>  [800,]  0.1679075697  4.227584e-01  3.548884e-01  0.031156723   3.39305746
#>  [801,]  0.1685615516 -2.928539e-02  5.856450e-02  0.626814149   3.77550767
#>  [802,]  0.4166489308 -1.171835e-01 -8.472429e-02  0.478340137   1.32829571
#>  [803,] -0.3986882370  8.445817e-02  2.181887e-01  0.244854941   3.56648272
#>  [804,] -0.0414250900  3.489576e-01 -1.829518e-02  0.019576529   4.04818865
#>  [805,] -0.2838839694  5.049259e-01  2.116848e-01  0.065277297   4.23280014
#>  [806,]  0.2800026711 -2.277842e-01 -1.996729e-02  0.483024896   2.37559302
#>  [807,]  0.4024387973  3.280126e-02 -6.658424e-02  0.275251274   2.23471911
#>  [808,]  0.1834793513  6.703399e-01  2.442671e-01  0.032929466   3.56292841
#>  [809,] -0.0381580268 -1.890028e-01  1.129288e-01  0.055013811   3.54741199
#>  [810,]  0.2283956963 -1.509949e-01 -1.724603e-02  0.303886442   2.82987898
#>  [811,]  0.4156577846  1.586538e-01 -1.799522e-03  0.549094448   2.05041478
#>  [812,]  0.3089411407 -6.327848e-02 -1.515914e-01  0.211271240   3.19654341
#>  [813,]  0.3231635830  3.561893e-01  2.341706e-01 -0.311042481   2.95944853
#>  [814,]  0.3136390017  9.028899e-01  1.260919e-01 -0.122215874   2.14995445
#>  [815,]  0.0023240777  3.423863e-01  2.377131e-01 -0.069544676   1.67350506
#>  [816,] -0.4052461846 -4.135973e-01  9.977740e-02  0.748439307   4.59626007
#>  [817,]  0.5126073478  2.443985e-04 -3.028873e-02  0.369421145   2.45229975
#>  [818,]  0.3351583654  2.688844e-02 -5.976389e-02  0.368704170   3.59811300
#>  [819,]  0.4208393303  5.185882e-01  9.555970e-02 -0.499275879   2.75657677
#>  [820,]  0.2385972958 -6.663037e-03 -1.965617e-02  0.369268629   2.50792876
#>  [821,] -0.4832018719 -1.151438e-01  1.587316e+00  0.293401403   0.57979567
#>  [822,]  0.3475149761  3.131661e-01 -1.104286e-02 -0.521320164   3.09446296
#>  [823,]  0.0386751166  7.337528e-01  1.459207e-01  0.164754718   3.91979590
#>  [824,]  0.3442998594  2.391291e-02 -1.786735e-02  0.430776978   2.62077899
#>  [825,] -0.2137875911 -6.073055e-01  1.977411e-01 -0.015608576   2.88972119
#>  [826,]  0.2874103188 -2.019830e-01  1.325210e-03  0.511413917   4.00595031
#>  [827,]  0.1053324192  2.792179e-01  4.339879e-01 -0.120472655   0.71389707
#>  [828,]  0.1864209519  4.483918e-01  1.481845e-01 -0.321565769   3.80141858
#>  [829,]  0.2809974801  6.327930e-03 -1.599873e-01  0.295272974   3.68322513
#>  [830,]  0.1421764155 -1.887029e-01  1.059588e-01  0.324424802   4.52756111
#>  [831,] -0.4993810435 -3.390430e-01  2.476436e-01  0.517016122   3.94242750
#>  [832,]  0.7732939698  1.602146e+00 -7.782967e-01 -1.590048057   0.86025413
#>  [833,]  0.6149019562  5.391303e-01  4.802484e-03 -0.390572665   0.94881307
#>  [834,] -0.1785637310  3.169228e-02  7.156235e-01  0.350373476   2.23476344
#>  [835,]  0.2624343580  3.024841e-02 -3.265650e-02  0.449959426   3.27625166
#>  [836,]  0.3084907467 -1.009056e-02 -9.487321e-02  0.418528697   4.52100071
#>  [837,]  0.5692744004  2.746842e-01 -2.137812e-01  0.189447305   2.11077632
#>  [838,]  0.2710806792 -1.047536e-01 -6.078215e-02  0.385236077   3.68958927
#>  [839,] -0.5242064172 -1.323389e-01  4.018707e-01  0.658835900   7.40893541
#>  [840,]  0.3954522181  4.745147e-03 -2.923535e-02  0.258223951   1.71876899
#>  [841,] -0.5631105810 -1.398304e-01  3.699346e-01  0.380419190   6.93127093
#>  [842,]  0.1893010241  3.362099e-01  2.173995e-01 -0.331670651   2.63833191
#>  [843,]  0.4514633401  3.418027e-02  2.121924e-02  0.515503676   1.08753735
#>  [844,]  0.3535177660  1.483544e+00 -1.107120e-01 -0.439657328   2.80615417
#>  [845,]  0.4085340171 -8.313743e-02  3.245973e-02  0.809103133   3.17804048
#>  [846,]  0.3019094872 -4.177417e-03 -5.399049e-02  0.054761247   1.90042553
#>  [847,]  0.1181868971 -4.954176e-02 -5.238683e-02  0.145615217   3.97496833
#>  [848,]  0.3924202820  1.674142e-01 -6.443356e-02  0.300635032   2.02626372
#>  [849,]  0.0296558044 -1.419385e-01 -6.014441e-02  0.179859975   2.42582682
#>  [850,]  0.4717018995 -4.619260e-02 -1.256981e-02  0.452868402   3.50495732
#>  [851,]  0.0465595740  3.501448e-01 -2.228039e-02  0.227989609   1.51655822
#>  [852,] -0.3226872288  3.526980e-01  2.100044e-01  0.181722028   4.43358172
#>  [853,]  0.7335667153  2.121979e-01 -4.694239e-01 -0.382463979   1.14174240
#>  [854,]  0.1513459986 -1.895565e-01 -1.791995e-02  0.214867548   3.43899610
#>  [855,]  0.4049691098  3.524765e-01  2.075395e-02 -0.481941545   2.10939578
#>  [856,]  0.0554785285  1.782090e-01  2.045342e-01 -0.448402922   2.47180651
#>  [857,]  0.1196790372  7.095511e-01  2.125379e-01  0.152576774   2.19326665
#>  [858,]  0.2461963163 -7.996207e-02 -1.699177e-01  0.261343207   1.48056495
#>  [859,]  0.1880459759  9.254581e-02 -1.688113e-02  0.461909475   3.32755533
#>  [860,]  0.4289019632  1.083253e-01 -8.617846e-02  0.335899359   2.59640722
#>  [861,]  0.1013904024  4.193587e-01  3.757171e-01 -0.037334342   2.46013296
#>  [862,]  0.4101381623  3.668916e-01  4.743209e-02 -0.413274894   1.64741624
#>  [863,]  0.4601632057  4.549451e-01  2.708132e-01 -0.392491054   1.45173351
#>  [864,] -0.6048887902 -2.063482e-01  3.093294e-01  0.449694590   2.22756162
#>  [865,]  0.3441600222 -1.142978e-01 -9.679023e-02 -0.298049985   0.92710824
#>  [866,]  0.3092937624  1.661160e-01 -4.485378e-02  0.381688311   2.57002308
#>  [867,]  0.4291040569  3.835857e-01 -1.778411e-01  0.009392835   0.21568686
#>  [868,] -0.5827294700 -1.426094e-01  2.784445e-01  0.308579380   5.71012353
#>  [869,]  0.5800054662  6.182421e-01 -8.932851e-02 -0.538956346   2.67606515
#>  [870,] -0.3965924932  1.115229e-01  2.821582e-01  0.347030948   2.23483409
#>  [871,] -0.1599069397  2.019271e-01 -9.678984e-02 -0.154604343   3.70840322
#>  [872,]  0.2016220693 -9.390458e-03 -1.676728e-02  0.244466974   4.36051236
#>  [873,] -0.6034564167 -2.536891e-01  2.570064e-01  0.551013474   6.48809808
#>  [874,]  0.4093653116 -9.265589e-02 -6.772187e-02  0.269135577   3.13159560
#>  [875,]  0.4367500420  6.610998e-02 -1.638327e-02  0.484818651   2.50318314
#>  [876,]  0.2393705920  1.637202e-01 -7.322951e-02  0.322634825   4.05748491
#>  [877,]  0.5683470065  9.171917e-02 -4.120592e-02  0.528695927   1.82848445
#>  [878,]  0.5395912954  3.171790e-01 -9.288383e-03 -0.458009866   1.44218461
#>  [879,]  0.3386356155 -1.075088e-01 -1.687560e-01  0.422711269   2.13975812
#>  [880,]  0.0839173307  3.669011e-01  4.546352e-01  0.105349037   0.15640714
#>  [881,]  0.3594696243 -1.017841e-01 -5.406223e-02  0.378838390   2.71047682
#>  [882,]  0.7763582645  2.171083e+00 -4.665932e-01 -1.198545007   0.94575791
#>  [883,] -0.0486840498  2.581029e-01  6.300752e-01  0.288684837   3.33580261
#>  [884,]  0.4945017918  6.002709e-01  7.820082e-02 -0.438400067   3.66796661
#>  [885,]  0.2665217850 -1.885108e-01 -8.751296e-02  0.378110902   2.68353776
#>  [886,]  0.3695429406 -1.196493e-01 -2.068501e-02  0.192607645   4.38217656
#>  [887,] -0.4624361578  1.623072e-01  2.870220e-01  0.499646825   8.42345600
#>  [888,]  0.5069586662  1.212634e-01 -1.180693e-04  0.284976324   2.23642546
#>  [889,]  0.0892860206 -1.245797e-01 -1.832735e-01  0.419488540   3.79802180
#>  [890,]  0.5973960536  9.971990e-02 -1.404775e-02  0.634188547   2.24776149
#>  [891,]  0.2977477448 -1.877973e-01 -1.378895e-01  0.283022860   2.68439968
#>  [892,]  0.0470189102  4.053960e-01  5.141195e-01  0.219739816   3.09937567
#>  [893,]  0.1096969307  5.531462e-01  3.112867e-01  0.047023231   3.18009775
#>  [894,]  0.1382121473 -1.035355e-01 -5.762349e-02  0.209167581   2.87398314
#>  [895,] -0.0020800727 -5.551441e-02  3.159256e-01 -0.129628098   2.31271712
#>  [896,]  0.3322905474  2.209754e-02 -6.320124e-02  0.305190076   1.71169188
#>  [897,]  0.3928929057  3.842684e-01  4.758083e-02 -0.504441440   2.11491426
#>  [898,]  0.5901072335  2.331029e-01 -1.073777e-01  0.390951412   1.85971591
#>  [899,]  0.3188199749 -1.550687e-01 -1.789471e-01  0.364669298   1.76130108
#>  [900,]  0.4849698140  1.383510e-01 -2.064057e-02  0.242164335   3.61508581
#>  [901,]  0.4313487833  1.363750e-01 -9.579282e-02  0.392984140   3.19611717
#>  [902,]  0.3792761377  1.383309e-02 -1.098985e-01  0.262338158   3.05215787
#>  [903,] -0.4398049936 -1.005596e-01  2.648917e-01  0.471252709   5.82565537
#>  [904,]  0.4828754896 -8.709259e-03 -1.284590e-01  0.134738703   1.24976550
#>  [905,]  0.2527194011 -1.924998e-01  3.184789e-02  0.409363259   1.64115767
#>  [906,] -0.0803160959 -1.253344e-01  9.888965e-02  0.338162176   2.64829693
#>  [907,]  0.0586577676  2.009092e-01  4.290401e-01  0.105956082   1.12622631
#>  [908,] -0.4689539437 -2.357872e-01  4.118813e-01  0.627998262   8.62325673
#>  [909,]  0.6125755253  1.213316e-01 -2.532654e-02  0.382644422   2.33182120
#>  [910,]  0.3628791122  1.450359e-01 -1.277188e-01  0.168983056   3.12583890
#>  [911,]  0.1559766834 -2.341921e-01 -1.637471e-01  0.376743487   2.02189700
#>  [912,]  0.3479762328  2.904630e-02 -2.764259e-01 -0.417162771   2.21731807
#>  [913,]  0.3615572076 -1.346225e-02 -8.855792e-02  0.452622154   3.98127320
#>  [914,]  0.0126619535  9.694609e-01  6.876431e-02  0.508505133   5.38277494
#>  [915,]  0.3717903610 -6.914256e-02 -7.166471e-02  0.364234232   2.17982443
#>  [916,]  0.4008019603 -2.661853e-02 -2.903549e-02  0.240538938   1.05553831
#>  [917,]  0.1780401945 -5.959976e-02 -1.055275e-01  0.288460854   3.23653781
#>  [918,]  0.1080104060 -1.923390e-01  1.640809e-01  0.667620346   2.11137447
#>  [919,]  0.3534840233 -1.607955e-02  6.686389e-03  0.256574576   1.99602513
#>  [920,]  1.6197722979  4.613084e+00 -5.422186e-01 -1.544818348  -1.76668859
#>  [921,]  0.3682345874  1.594630e-01 -1.276766e-01  0.153660595   0.60940829
#>  [922,]  0.0731244947 -2.455964e-01  1.068172e-02 -0.128684164   1.97497915
#>  [923,]  0.2145022212  7.699148e-02 -7.370271e-02  0.327142711   3.72942403
#>  [924,] -0.0037148353 -4.836634e-01 -9.989480e-02  0.225998984   3.19712688
#>  [925,]  0.3809003917  3.508865e-02  7.803536e-02  0.796501622   4.38076409
#>  [926,] -0.1110361427  2.471120e-02  7.989729e-01  0.023527779   4.53417865
#>  [927,]  0.1560476964 -2.403668e-01 -3.871920e-02  0.192661474   4.62754089
#>  [928,]  0.8208507146  5.357209e-01 -9.679188e-02 -0.522157341   1.88110641
#>  [929,]  0.2228384578  8.907788e-01  2.859115e-02 -0.178252570   3.62817103
#>  [930,]  0.0862252621  9.691332e-02  4.158992e-01 -0.086566223   0.69508717
#>  [931,]  0.5575288401  2.642642e-02 -7.402891e-02  0.194436620   1.69516783
#>  [932,] -0.0081517821  6.793068e-01  5.056741e-02  0.192478444   3.03919793
#>  [933,]  0.0901425010 -1.092256e-01  2.310607e-02  0.123022857   4.51794661
#>  [934,]  0.2506476565 -6.909147e-02  6.268705e-01  0.026556644   1.33213720
#>  [935,]  0.1601755762 -5.380147e-02 -5.264567e-02  0.049589364   2.11949858
#>  [936,]  0.3184901008 -7.231475e-02 -3.458247e-02  0.435545127   2.76295266
#>  [937,] -0.5255287765 -2.360389e-01  2.964421e-01  0.366517818   9.26128179
#>  [938,]  0.1139721961 -1.114518e-01 -3.151582e-02 -0.163295982   1.51575023
#>  [939,] -0.1405260609  2.196714e-02 -4.173623e-02  0.363320531   6.67088467
#>  [940,]  0.3795157180  8.101432e-02 -4.243398e-02  0.095891155   2.38014994
#>  [941,]  0.0218303295 -1.103156e-01 -7.709245e-02  0.209850699   2.93260205
#>  [942,]  0.2814612475  5.444141e-01  1.717004e-01 -0.281762124   2.30301892
#>  [943,]  1.2444609160  5.084549e+00 -3.074356e-01 -1.245928083   1.25327707
#>  [944,]  0.3219121474  2.923791e-01 -5.122922e-02 -0.535560707   3.07325907
#>  [945,] -0.4013730109  1.231002e-01  2.009280e-01  0.251627970   4.87235408
#>  [946,]  0.4576506370 -1.329409e-01 -7.253865e-02  0.220382572   4.34061932
#>  [947,] -0.6554438145  2.631867e-03  2.569186e-01  0.431920496   7.91091338
#>  [948,] -0.5935901568 -2.567932e-01  2.325502e-01  0.369962980   2.83168148
#>  [949,]  0.2184506642  1.593107e-01 -1.147960e-01 -0.006928898   3.18184474
#>  [950,]  0.4006413951  5.728790e-02 -3.767913e-02  0.361991934   2.98545364
#>  [951,]  0.5402910808 -9.557365e-02 -4.680459e-02  0.404309323   2.63379520
#>  [952,]  0.1805826975 -6.264529e-03 -8.653029e-02  0.382665683   2.58263861
#>  [953,]  0.4893952847 -2.823444e-01 -5.772076e-02  0.235120234   1.15460501
#>  [954,]  0.3884588918 -2.414587e-02  7.983914e-03  0.491764297   1.16462277
#>  [955,]  0.3073739097 -3.159364e-01 -4.407420e-02  0.300204997   1.38850887
#>  [956,]  0.4706765354  3.372435e-01  1.531392e-01 -0.498720196   5.39843878
#>  [957,]  0.2557626109 -6.215836e-02 -7.219106e-03  0.560391637   6.30979708
#>  [958,]  0.2911012919 -1.336131e-01 -2.766014e-01  0.303572081   0.79868480
#>  [959,]  0.4374490419  6.545106e-03 -1.101887e-01  0.365716473   3.12049739
#>  [960,]  1.9121480806 -4.163241e+00  7.387219e-01 -1.635416129  -4.62110304
#>  [961,]  0.2104366556  4.144848e-02 -1.608673e-02  0.441905730   4.37208253
#>  [962,]  0.5146599659 -5.123648e-02 -2.580431e-02  0.361117337  -0.88817689
#>  [963,] -0.4440512463 -1.283629e-01  1.598468e-01  0.341262879   2.54159726
#>  [964,]  0.2725370275 -9.327083e-02 -9.236423e-02  0.516643944   4.32819818
#>  [965,]  0.3478593042 -2.578588e-02 -1.554554e-01  0.127503850   2.67275386
#>  [966,] -0.5219457013 -1.265102e-01  2.330465e-01  0.627691635   5.36084409
#>  [967,] -0.1382203484  1.037368e-01  8.445729e-01 -0.117076369   4.33663779
#>  [968,]  0.4932510857 -3.108639e-02 -8.296569e-02  0.454777732   2.64275160
#>  [969,]  0.6299009966  1.753634e-02 -7.508789e-02  0.607384230   3.02107308
#>  [970,]  0.2278183347  2.547878e-01  7.567652e-02 -0.420118695   1.36992031
#>  [971,]  0.0073245855  4.686306e-01  2.572700e-01  0.175991536   2.44745749
#>  [972,] -0.5917314700 -7.564473e-02  4.297874e-01  0.457272606   2.97040958
#>  [973,]  0.0524222049  3.155684e-01  4.985806e-01  0.185632339   0.77717223
#>  [974,] -0.4859797430  1.217862e-01  3.718086e-01  0.426440025   6.94364289
#>  [975,] -3.0540346671 -9.483176e-01  1.058563e+01  3.318010208 -14.24312775
#>  [976,]  0.0451778721  4.878397e-01 -1.567055e-01 -0.360199929   4.37533318
#>  [977,]  0.5145936825  5.251460e-01  1.878524e-03 -0.492167080   4.83413039
#>  [978,]  0.2505709104 -6.424684e-02 -6.512000e-03  0.328948339   1.49829203
#>  [979,]  0.2290497410  3.059605e-01  1.724942e-01 -0.222942356   2.44503344
#>  [980,]  0.2765248047 -1.361058e-01 -5.605666e-02  0.302423048   3.14903092
#>  [981,]  0.3522849934  1.529585e-03 -6.994336e-02 -0.073699412   2.99226282
#>  [982,]  0.4053195434  1.146055e-02  1.006351e+00  0.049193849   0.97277254
#>  [983,]  0.4641537753 -1.823689e-01  3.000506e-03  0.513961512   0.51936485
#>  [984,]  0.5102068824  6.449973e-01  4.944984e-02 -0.456412357   1.22032793
#>  [985,]  0.4543198521  4.246937e-02 -6.078775e-02  0.253009301   4.63671145
#>  [986,] -0.0005371115  3.070978e-01  6.823123e-01  0.237031152   3.37237415
#>  [987,]  0.5673012507  2.147495e-01 -1.959774e-01  0.285986053   2.07962764
#>  [988,]  0.1150486425  3.143827e-01  1.176057e-01 -0.415756618   1.99119954
#>  [989,]  0.2517116626 -1.374397e-01 -8.111945e-02  0.356177056   2.22243288
#>  [990,]  0.4653430493  3.522405e-01 -1.346862e-01 -0.555764987   1.42762856
#>  [991,]  0.3985598530  1.193977e-02 -4.639079e-02  0.267337185   3.27896043
#>  [992,]  0.4425222274 -2.046669e-01 -9.690321e-02  0.534285554   3.22070569
#>  [993,]  0.1734465460 -2.410872e-01 -1.090876e-01  0.020367193   2.03852967
#>  [994,]  0.3158399750 -1.238051e-01 -1.361526e-01 -0.032541500   3.27178251
#>  [995,]  0.3944335673  4.109778e-01 -6.563493e-02 -0.507009666   1.89437955
#>  [996,]  0.2018026911 -6.208387e-03 -6.030783e-02  0.310745471   2.89096832
#>  [997,]  0.2161999461  1.614570e-01  6.314500e-01 -0.029930084   2.76194437
#>  [998,]  0.2413708897 -8.845084e-02 -4.251079e-02  0.431817710   2.65696479
#>  [999,]  0.2837037505 -1.574398e-01  9.114862e-02  0.551593703   3.63499673
#> [1000,]  0.5074653220  6.103421e-02  7.060651e-03  0.259941604   2.75175856
#>               alpha_2        psi_11      psi_21        psi_22      theta_11
#>    [1,]   2.240347644  1.115717e+00  0.50737419  1.724248e+00  3.076778e-01
#>    [2,]   1.805581224  1.956145e-16  0.49972530  1.346180e+00  1.624906e+00
#>    [3,]   2.351963356  1.481909e+00  0.56625565  1.227039e+00  7.952271e-19
#>    [4,]   0.770964525  4.586176e-17  0.61173697  1.303317e-15  1.681694e+00
#>    [5,]   3.270268954 2.225074e-308  0.57910492  1.790335e+00  1.459975e+00
#>    [6,]   2.037504286  8.513667e-01  0.52510123  1.121360e+00  6.324935e-01
#>    [7,]   2.070969076  4.291973e-01  0.64641604  1.837691e+00  1.070390e+00
#>    [8,]  -0.157722899  5.498266e-17  0.64083826  2.069919e+00  1.554514e+00
#>    [9,]  -0.050075774  8.673339e-01  0.60548700 2.225074e-308  5.291278e-01
#>   [10,]   0.717667515  1.527424e+00  0.54309962  1.753633e+00  9.336264e-18
#>   [11,]  -0.011263211  1.502233e+00  0.54393446  6.211584e-01  2.578072e-18
#>   [12,]   0.922341918  9.314140e-18  0.63002470  1.439625e-01  1.534357e+00
#>   [13,]   1.905918025  1.570994e+00  0.49946765  5.872103e-01 2.225074e-308
#>   [14,]   2.540267231  5.456589e-01  0.58351205  1.702420e+00  9.268941e-01
#>   [15,]  -9.812196192 2.225074e-308 -0.05523494  2.004097e-02  3.531112e+00
#>   [16,]   3.004352988 2.225074e-308  0.69988597  1.887872e+00  1.571703e+00
#>   [17,]   0.924397900  1.555440e+00  0.62764187  1.795957e+00  1.324859e-17
#>   [18,]   0.405663400 2.225074e-308  0.53853692  6.378806e-13  1.611056e+00
#>   [19,]   1.975206296  1.121437e+00  0.53221803  3.484831e-17  3.566984e-01
#>   [20,]   4.551311575  8.644141e-01  0.60363410  1.699216e+00  6.643781e-01
#>   [21,]  -0.493204679  9.398533e-01  0.60830688  1.862393e+00  5.149839e-01
#>   [22,]   3.745501476 2.225074e-308  0.77833248  1.817784e+00  1.928885e+00
#>   [23,]   3.555475785  1.644830e+00  0.49511046 2.225074e-308 2.225074e-308
#>   [24,]   3.331548104  1.514719e-01  0.06901201  3.239263e-03  1.056148e+00
#>   [25,]   1.105856904  8.640340e-01  0.55672993  1.020781e+00  6.530405e-01
#>   [26,]   1.500008856  1.315769e+00  0.56421377 2.225074e-308  1.509331e-01
#>   [27,]   2.942976298 2.225074e-308  0.69820801  1.663676e+00  1.896855e+00
#>   [28,]   0.737221913  1.277119e+00  0.50463257  6.158772e-17  1.211181e-01
#>   [29,]   1.801251544  1.057160e+00  0.57542858  1.370542e+00  3.894325e-01
#>   [30,]   2.375569421  1.405445e+00  0.50837372  1.561680e+00  2.396812e-17
#>   [31,]   0.126445825  1.420804e-01  0.53810329 2.225074e-308  1.263742e+00
#>   [32,]   1.413967200  1.474664e+00  0.58655134  1.730382e+00  2.815020e-17
#>   [33,]   3.644446612  1.161279e+00  0.66732082 2.225074e-308  3.496107e-01
#>   [34,]   1.363481121  1.598152e+00  0.43856702  1.629719e+00  2.509022e-17
#>   [35,]   3.334438870  1.016352e+00  0.65106835 2.225074e-308  5.939002e-01
#>   [36,]   0.272625335  1.541331e+00  0.50364055  6.280953e-01 2.225074e-308
#>   [37,]   0.319797195  1.466215e+00  0.50994230  1.222650e+00  1.984680e-17
#>   [38,]   1.230005169  2.979896e-15  0.55526889  1.817507e+00  1.655353e+00
#>   [39,]   1.502653823  1.090501e+00  0.61050476  1.343500e+00  4.464584e-01
#>   [40,]   1.255303170  1.476886e+00  0.57201041  1.721381e+00  6.867211e-23
#>   [41,]   3.061199213 2.225074e-308  0.55216684  1.858623e+00  1.554631e+00
#>   [42,]   1.520864148  1.464596e+00  0.54103320  1.214624e+00 2.225074e-308
#>   [43,]   1.797219792  1.240176e+00  0.52853139  1.298909e+00  1.767838e-01
#>   [44,]   2.218189822  1.384024e+00  0.56358662  1.786037e+00  6.596279e-02
#>   [45,]   2.129547088  1.527602e+00  0.54295343  3.705039e-16  1.663816e-15
#>   [46,]   3.301649255  1.468560e+00  0.62996007 2.225074e-308  3.176012e-17
#>   [47,]   1.261247209  1.431395e+00  0.51770924  1.856661e-01  4.515384e-17
#>   [48,]   2.022779184  1.385340e+00  0.58788521  1.788388e+00  3.556668e-02
#>   [49,]   2.441304171  1.405041e+00  0.48692501  1.316681e+00 2.225074e-308
#>   [50,]   0.990108925  1.582952e+00  0.55288156  1.477240e+00  1.035487e-17
#>   [51,]  -0.611356393  1.558844e+00  0.60784553 2.225074e-308 2.225074e-308
#>   [52,] -33.054015559  3.684245e-07 -0.11506775  2.454928e-01  2.083526e+00
#>   [53,]   0.817409169  8.187821e-12  0.55365056 2.225074e-308  1.522920e+00
#>   [54,]   0.696060893  1.293378e+00  0.59636267  1.702168e+00  2.182338e-01
#>   [55,]   3.026697063  1.313194e+00  0.55254017  1.789470e+00  2.086498e-01
#>   [56,]   3.243305221  1.454052e+00  0.46710328 2.225074e-308  8.666319e-16
#>   [57,]   1.076883403  1.100335e-16  0.56746334  8.636282e-01  1.639289e+00
#>   [58,]  -3.083766660  4.281734e-17  0.59430852  2.097672e+00  1.385383e+00
#>   [59,]   2.124864566  1.196744e+00  0.64767480 2.225074e-308  3.704838e-01
#>   [60,]   1.292895658  1.539725e+00  0.61952265  5.875133e-01  1.914592e-19
#>   [61,]   2.113131693  1.342672e+00  0.48955514  4.419716e-01 2.225074e-308
#>   [62,]   2.466627235  3.374147e-01  0.53257508  1.780563e+00  1.011674e+00
#>   [63,]  -0.110975400  1.516257e+00  0.52393436  1.266658e+00  6.761211e-18
#>   [64,]   2.278262686  6.385122e-17  0.69446808  1.321370e+00  1.940335e+00
#>   [65,]   1.108118379  7.277181e-01  0.55774395  1.685303e+00  7.539798e-01
#>   [66,]   2.005263503  1.394302e+00  0.59928821  1.859743e+00  1.891998e-18
#>   [67,]   2.546003668  1.437785e+00  0.71064405 2.225074e-308  1.257912e-01
#>   [68,]   1.084993953  1.523632e+00  0.46847436  1.342336e+00 2.225074e-308
#>   [69,]   3.649497935  1.503863e+00  0.64610149  1.500827e+00  7.720504e-19
#>   [70,]   1.957830907  1.612241e+00  0.59342661  1.697089e+00  4.079195e-18
#>   [71,]   1.915701616  5.007472e-01  0.59080841  6.172363e-15  1.059429e+00
#>   [72,]   0.884779498  1.402997e+00  0.45243060  8.337831e-01  1.072740e-17
#>   [73,]   2.548825052  1.538791e+00  0.57886110  1.763976e+00 2.225074e-308
#>   [74,]   1.458622584  1.245724e+00  0.54317749  1.298355e+00  2.096737e-01
#>   [75,]   2.189347111  1.454926e+00  0.48661251  1.853641e+00  6.224420e-17
#>   [76,]   2.978221738  1.225089e+00  0.70291482  1.871260e+00  3.596118e-01
#>   [77,]   1.117713525  1.577944e+00  0.71965782  3.486131e-18 2.225074e-308
#>   [78,]   0.435677791  1.640983e+00  0.45099312  1.207265e-01 2.225074e-308
#>   [79,]   2.042510200  7.709776e-01  0.52653411  1.814232e+00  6.904211e-01
#>   [80,]   0.600363472  1.217600e+00  0.55288008  1.615438e+00  2.698746e-01
#>   [81,]   3.246541716  8.001012e-01  0.57744813  1.882800e+00  5.967828e-01
#>   [82,]   1.800518163  9.223549e-01  0.56618266  1.415761e-17  5.461528e-01
#>   [83,]   2.209353937  1.025705e+00  0.59394003  1.449625e+00  4.159368e-01
#>   [84,]   2.947876536  1.511977e+00  0.52464199  4.900647e-01 2.225074e-308
#>   [85,]   0.783535173  1.481212e+00  0.63781392  1.664721e+00  3.586319e-18
#>   [86,]   1.624017985  1.512770e+00  0.55551359  1.713592e+00  8.153466e-02
#>   [87,]   2.068177806  1.023395e+00  0.53608373  1.774808e+00  4.166055e-01
#>   [88,]  -0.945720317  1.795942e-17  0.73379044  2.390564e+00  1.584966e+00
#>   [89,]   0.481649641  1.030277e-12  0.57824431  4.002278e-15  1.626863e+00
#>   [90,]   1.839093336  1.528124e+00  0.53621845  1.268821e+00 2.225074e-308
#>   [91,]   2.609130282  1.490956e+00  0.61687708  1.818092e+00  3.008383e-17
#>   [92,]   1.832640840  1.295258e+00  0.68593555  1.851900e+00  3.491213e-01
#>   [93,]   1.746274704  1.345790e-01  0.50363158  1.777342e+00  1.416681e+00
#>   [94,]   3.104705285  1.495956e+00  0.58129354  1.883034e+00  1.554046e-19
#>   [95,]   1.606051558 2.225074e-308  0.50584116  2.586071e-01  1.496371e+00
#>   [96,]   2.951070436  1.411019e+00  0.51403133  1.758958e+00 2.225074e-308
#>   [97,]   3.808079874  1.060494e+00  0.57112381  1.694931e+00  4.821643e-01
#>   [98,]   1.418232072  1.544100e+00  0.65955773  1.219246e+00  4.687130e-03
#>   [99,]   2.978592651  1.450320e+00  0.60121925  5.065419e-17  2.368167e-16
#>  [100,]   0.774676317  1.489045e+00  0.58281488  1.046364e+00 2.225074e-308
#>  [101,]   2.649846056  1.384970e-01  0.55379069  1.782377e+00  1.320954e+00
#>  [102,]   3.221866498  1.105647e+00  0.56152461  1.623455e+00  4.475139e-01
#>  [103,]   0.875524387  1.377398e+00  0.50271363  9.689121e-01  2.620068e-02
#>  [104,]   2.907814679  1.653829e+00  0.62529599  2.312092e-01  3.995329e-17
#>  [105,]   2.718678848  9.222832e-01  0.63578108  1.495251e+00  4.955512e-01
#>  [106,]   0.632729012  1.330323e+00  0.52692754  1.770403e+00  2.035091e-01
#>  [107,]   2.170067744  1.088809e+00  0.67777137  1.830936e+00  3.601966e-01
#>  [108,]   1.352736637  1.246678e+00  0.59801832 2.225074e-308  2.206765e-01
#>  [109,]   5.391890888  4.658041e-01  0.60848111  1.772955e+00  1.077676e+00
#>  [110,]   3.417328177  1.501435e+00  0.67980291  8.443115e-01  2.095144e-17
#>  [111,]  -4.054648174  2.329951e-02  0.39295796 2.225074e-308  1.406881e+00
#>  [112,]   3.063995384 2.225074e-308  0.48641472  1.830871e+00  1.497026e+00
#>  [113,]   2.322197235  9.032936e-01  0.52405414  1.503015e+00  5.117184e-01
#>  [114,]   2.420323724  1.496205e+00  0.55238570  1.720768e+00 2.225074e-308
#>  [115,]   3.136164958  1.531805e+00  0.58421973  6.489186e-14  5.477057e-14
#>  [116,]   2.968458269  1.543379e+00  0.64286623  1.931699e+00 2.225074e-308
#>  [117,]   3.114212112  1.351437e+00  0.63776214  1.813215e+00  2.851445e-01
#>  [118,] -13.289097106  9.912525e-21 -0.01165649  1.196004e+00  1.498183e+00
#>  [119,]   5.012875312  1.570418e+00  0.54192300 2.225074e-308 2.225074e-308
#>  [120,]   0.922022424  9.501700e-01  0.56552168  1.695694e+00  4.666417e-01
#>  [121,]   1.113751813  1.533412e+00  0.67253611  1.475109e+00  2.112237e-18
#>  [122,]  -1.127497452 2.225074e-308  0.63694215  2.037739e+00  1.480724e+00
#>  [123,]   3.439908824  1.442093e+00  0.51316154  2.706369e-17  4.841290e-17
#>  [124,]   3.494309258  1.439701e+00  0.50744785  1.550049e+00  1.151207e-01
#>  [125,]   3.216339200  1.267020e-15  0.67413404  1.807529e+00  1.788956e+00
#>  [126,]   1.443186985  1.468216e+00  0.61410637  1.632830e+00  1.388773e-17
#>  [127,]   1.942578497  1.370444e+00  0.56074592  9.667391e-01  4.068183e-02
#>  [128,]   1.108917277  1.180204e+00  0.53879833  1.541803e+00  2.400952e-01
#>  [129,]   0.868155266  1.453208e+00  0.48733681  1.683855e+00 2.225074e-308
#>  [130,]   2.219278819  8.350951e-01  0.61919780  1.339521e+00  7.462602e-01
#>  [131,]   2.722940397  1.316053e+00  0.60006233  1.165401e+00  2.464336e-01
#>  [132,]   2.076671325  1.421699e+00  0.54975083  1.461718e+00  3.999103e-02
#>  [133,]   0.412158301  1.421666e+00  0.50814583  1.887071e-01 2.225074e-308
#>  [134,]   0.471957784  1.532008e+00  0.59527686  1.776409e+00 2.225074e-308
#>  [135,]   3.014891518  1.128391e+00  0.61948660  7.308033e-17  3.427776e-01
#>  [136,]   1.491441007  8.051901e-01  0.46927202  1.730314e+00  6.014010e-01
#>  [137,]   0.991698324  1.072173e+00  0.59214960  1.058347e+00  4.114409e-01
#>  [138,]   1.589154160  3.365025e-01  0.57224552  1.816950e+00  1.089072e+00
#>  [139,]   0.938545210  7.490309e-01  0.53056232  1.498060e+00  6.688344e-01
#>  [140,]   3.340939725  1.536836e+00  0.50136454  1.839051e+00  3.562492e-16
#>  [141,]   4.019090634  1.496786e+00  0.58008319  1.287918e+00  5.184476e-19
#>  [142,]   2.168655873  1.084862e+00  0.55235214  1.788053e+00  4.802235e-01
#>  [143,]   2.618021453  1.486392e+00  0.62356587  1.860342e+00 2.225074e-308
#>  [144,]   1.984885563  3.439319e-01  0.51244006  1.213381e+00  1.154100e+00
#>  [145,]   1.715014006  1.207448e+00  0.64321662  1.695288e+00  1.834236e-01
#>  [146,]   0.159676630  8.527479e-01  0.60748810 2.225074e-308  5.599202e-01
#>  [147,]   2.793352766  8.107166e-01  0.55975172  1.870219e+00  5.496826e-01
#>  [148,]   2.678839109  1.207361e+00  0.57761607  1.237270e+00  2.588388e-01
#>  [149,]   2.239195131  9.993496e-01  0.56728480  1.619289e+00  4.316032e-01
#>  [150,]   2.838441625  7.787126e-01  0.58902030  1.784685e+00  6.154761e-01
#>  [151,]   1.741893614  7.464230e-01  0.44288595  1.673737e+00  5.734765e-01
#>  [152,]   2.641411013  1.451497e+00  0.51533070  4.587435e-01 2.225074e-308
#>  [153,]   2.406990925  9.246943e-15  0.71130466  1.256785e+00  1.723418e+00
#>  [154,]   5.972515704  1.501379e+00  0.61926179  8.455319e-18  1.927511e-17
#>  [155,]   2.127740033  1.541426e+00  0.57270337 2.225074e-308  5.837694e-03
#>  [156,]   2.288034894  1.545887e+00  0.58733458  8.476539e-01 2.225074e-308
#>  [157,]   1.845365425  1.632714e+00  0.58876346  3.681941e-13  1.911597e-13
#>  [158,]   2.660024866  1.560181e+00  0.66814661  3.052623e-18  2.941701e-02
#>  [159,]   2.436059597  3.751001e-01  0.58854839  1.715896e+00  1.172751e+00
#>  [160,]   1.166775744  8.049543e-01  0.44357843  1.826944e+00  6.340058e-01
#>  [161,]   0.997846688  1.726428e-01  0.58816187  1.634459e+00  1.390442e+00
#>  [162,]  -0.271975436  2.347782e-16  0.58081666  8.464810e-01  1.630776e+00
#>  [163,]  -1.820392021  1.351386e-17  0.49229461  3.481635e-01  1.549931e+00
#>  [164,]   1.038913330  1.421341e+00  0.57604064  5.798507e-02  7.737791e-21
#>  [165,]   1.010216222  1.363327e+00  0.51347012  5.635881e-01  5.550907e-17
#>  [166,]   0.581539956  5.115202e-01  0.49228774  1.107180e+00  8.304911e-01
#>  [167,]   0.219736976  9.713657e-15  0.66305316  8.739262e-01  1.713234e+00
#>  [168,]   2.522840559  1.487005e+00  0.55507830  1.867525e-15 2.225074e-308
#>  [169,]   2.640721181 2.225074e-308  0.65948329 2.225074e-308  1.579774e+00
#>  [170,]   2.564446294  1.218470e+00  0.62247991  1.364268e+00  2.949731e-01
#>  [171,]   4.252192725  4.571534e-01  0.56101289  1.828024e+00  9.412056e-01
#>  [172,]   1.983688397  1.204868e+00  0.56431127  1.278519e+00  3.365845e-01
#>  [173,]   1.585155880  9.082330e-01  0.49792917  1.856874e+00  4.812731e-01
#>  [174,]   2.147566305  1.081950e+00  0.57745242  1.468409e+00  3.194356e-01
#>  [175,]   1.879028896  1.570999e+00  0.58580935  1.724015e+00 2.225074e-308
#>  [176,]   0.805403522 2.225074e-308  0.52695998  1.074238e-16  1.503497e+00
#>  [177,]   2.125994780  1.165067e+00  0.69051982  1.877661e+00  3.532898e-01
#>  [178,]  -2.787441024 2.225074e-308  0.62176381  2.449171e+00  1.518205e+00
#>  [179,]   2.428875818  2.659001e-15  0.47171040  1.809266e+00  1.563064e+00
#>  [180,]   2.221881144  9.387053e-01  0.65823630  1.983226e+00  5.395619e-01
#>  [181,]   2.653888151  1.338875e+00  0.62755070  1.804514e+00  1.407734e-01
#>  [182,]   1.012940558  1.534008e+00  0.59963337  1.422484e+00  6.785440e-17
#>  [183,]   0.355621061  1.396762e+00  0.54999471  8.586246e-01  3.116384e-17
#>  [184,]   3.262976833  1.566511e+00  0.62103926 2.225074e-308 2.225074e-308
#>  [185,]   0.592716517  1.431116e-01  0.49594930  1.729740e+00  1.477544e+00
#>  [186,]   1.128843057  1.219195e+00  0.61113798  1.380010e+00  2.718753e-01
#>  [187,]   2.781766183  1.368088e+00  0.42975113  1.596084e+00  9.193500e-19
#>  [188,]   2.265277522  1.545368e+00  0.57631173  1.748384e+00 2.225074e-308
#>  [189,]   3.630865084  1.558558e+00  0.59264306 2.225074e-308  1.870435e-15
#>  [190,]   0.590939531  1.508549e+00  0.55314673  1.370602e+00  3.388489e-18
#>  [191,]   0.828248280  1.243245e+00  0.56050221  1.737943e+00  1.970115e-01
#>  [192,]  -0.627635371  1.015673e+00  0.49773212  1.538750e+00  3.250820e-01
#>  [193,]   0.248026523 2.225074e-308  0.43423173  3.832129e-01  1.550431e+00
#>  [194,]   3.774934427  1.310196e+00  0.49842659  2.223298e-15  1.067817e-01
#>  [195,]   2.422006145 2.225074e-308  0.61173412  1.233741e+00  1.614425e+00
#>  [196,]   0.690925017  2.986520e-18  0.52812053  7.195164e-01  1.480485e+00
#>  [197,]   1.017399179  1.124464e+00  0.58895587  2.202082e-17  3.402223e-01
#>  [198,]   2.913487629  1.480071e+00  0.60020366  3.963746e-01 2.225074e-308
#>  [199,]   2.946194724  1.028118e+00  0.67228372  1.864461e+00  4.900613e-01
#>  [200,]   0.733607399 2.225074e-308  0.66285328 2.225074e-308  1.663487e+00
#>  [201,]  -0.671107265 2.225074e-308  0.46420097  5.063490e-18  1.491421e+00
#>  [202,]   3.224841416  6.587103e-01  0.54235129  8.158274e-01  9.024519e-01
#>  [203,]   1.834230885  1.417361e+00  0.56740979  9.767247e-01 2.225074e-308
#>  [204,]  -0.311641704 2.225074e-308  0.52604984  1.956890e+00  1.465487e+00
#>  [205,]   1.166735793  1.405780e+00  0.57956982  1.507596e+00  5.209551e-02
#>  [206,]   0.997990678  1.019730e+00  0.61331531  1.965831e+00  5.046797e-01
#>  [207,]   2.954077636  1.489777e+00  0.52260440  1.650043e+00 2.225074e-308
#>  [208,]   1.688578000  1.452459e+00  0.53642615  1.624362e+00  1.840736e-18
#>  [209,]   1.274289199  1.409556e+00  0.52791075  1.158898e+00  3.473254e-02
#>  [210,]   1.780225690  1.116516e+00  0.56628541  9.276428e-01  3.681391e-01
#>  [211,]   1.494156532  9.936206e-17  0.59801226  3.845240e-17  1.522350e+00
#>  [212,]   3.263952925  1.424773e+00  0.63252674  9.461050e-01 2.225074e-308
#>  [213,]  -0.921494521  2.686194e-16  0.54753524  1.771047e+00  1.660438e+00
#>  [214,]   1.620270815  1.082905e+00  0.49235760  1.083393e+00  2.873134e-01
#>  [215,]  -0.958493135  1.418083e+00  0.63783755 2.225074e-308  2.247629e-01
#>  [216,]   1.831418106  2.692260e-01  0.49277159 2.225074e-308  1.272013e+00
#>  [217,]   1.607222414  1.083498e+00  0.47018577  1.616682e+00  3.009575e-01
#>  [218,]   2.065428606  9.655612e-01  0.56118154  9.929039e-01  4.209722e-01
#>  [219,]   2.022560252 2.225074e-308  0.62000805  1.624609e+00  1.553408e+00
#>  [220,]   3.944622470  1.485370e+00  0.61339578  1.260561e+00 2.225074e-308
#>  [221,]   2.689722108  1.382765e+00  0.46570895 2.225074e-308  3.419339e-17
#>  [222,]   2.632748572  9.015310e-01  0.60511816  1.267944e+00  5.698261e-01
#>  [223,]   0.519979034  8.118196e-01  0.61900304  1.885130e+00  6.075028e-01
#>  [224,]   2.199336392  2.552291e-18  0.59002787  7.057701e-23  1.537820e+00
#>  [225,]   2.011877504  1.190519e+00  0.59178259  1.687506e+00  1.955088e-01
#>  [226,]   2.623776397  1.238433e+00  0.44897632  1.820826e+00  2.638379e-01
#>  [227,]   0.171425602  1.474149e+00  0.55908443  3.633536e-01  2.155047e-17
#>  [228,]   0.627452690  1.083996e+00  0.63045793  1.858171e-01  6.077630e-01
#>  [229,]   4.599845242  1.242471e-18  0.55224448  1.588902e+00  1.646054e+00
#>  [230,]   0.060782348  1.041022e-17  0.46870368  1.813557e+00  1.535443e+00
#>  [231,]  -0.006600217  1.532952e+00  0.65394934  5.689932e-17 2.225074e-308
#>  [232,]   0.729665275  1.474308e+00  0.58041111  1.788169e+00  1.090506e-01
#>  [233,]  -0.545673392  3.365448e-01  0.66162102  7.415625e-17  1.303484e+00
#>  [234,]   5.191761258  1.559349e+00  0.46188842  5.655338e-12  1.093899e-02
#>  [235,]   3.314533750  1.378365e+00  0.54478708  1.735817e-01  8.445735e-17
#>  [236,]   1.316759638  8.631873e-01  0.56416593  1.845236e+00  5.624297e-01
#>  [237,]   4.175910837  1.394441e+00  0.56890260  1.126933e+00  3.263576e-17
#>  [238,]   3.263533219  1.147537e+00  0.50020008  1.743691e+00  2.654239e-01
#>  [239,]   0.795280316  1.480400e+00  0.57661680  9.464267e-01 2.225074e-308
#>  [240,]   0.929433979  1.480793e+00  0.54584867  1.367048e+00 2.225074e-308
#>  [241,]   2.170257990  1.492823e+00  0.57677960  1.370592e+00 2.225074e-308
#>  [242,]   2.328463012  1.108902e+00  0.55822361  6.842508e-01  3.779736e-01
#>  [243,]   2.552865718  4.530023e-15  0.51381833  1.617343e+00  1.615999e+00
#>  [244,]   3.225837675  1.585413e+00  0.62601872  1.665880e+00 2.225074e-308
#>  [245,]   0.858900250  1.076122e+00  0.52186696  1.111124e+00  4.588013e-01
#>  [246,]   2.278624963  1.549939e+00  0.57509837  6.491861e-01 2.225074e-308
#>  [247,]   1.165716700  1.176061e+00  0.60580644  1.380967e+00  3.069645e-01
#>  [248,]   3.629766018  1.554532e+00  0.67482038 2.225074e-308 2.225074e-308
#>  [249,]   1.745092837  1.529500e+00  0.52279762  1.781812e+00 2.225074e-308
#>  [250,]   4.217908628  1.491500e+00  0.63637485  6.448213e-16  1.350352e-01
#>  [251,]   0.466841812  1.212798e+00  0.66538333  2.522943e-16  3.689382e-01
#>  [252,]   3.727040542  1.452767e+00  0.66691409  9.607532e-01  1.111600e-01
#>  [253,]   2.196982286 2.225074e-308  0.62471604  1.444972e+00  1.729816e+00
#>  [254,]   1.077395255  1.139364e+00  0.51487399  1.325488e+00  2.726941e-01
#>  [255,]   2.196783551  1.650978e+00  0.68786373  2.057176e-18  8.950626e-19
#>  [256,]   2.969397354  1.499330e+00  0.61525161  8.612202e-01  5.356620e-17
#>  [257,]   0.716596201  9.864125e-17  0.47686780  1.813913e+00  1.393089e+00
#>  [258,]   1.822944519  9.479994e-01  0.57793825  1.054031e+00  4.927873e-01
#>  [259,]   1.548871320  1.403525e+00  0.54850251  1.763404e+00  2.198946e-17
#>  [260,]   1.662882914  1.299375e+00  0.48715926  1.032213e+00  1.575055e-01
#>  [261,]   3.377653992 2.225074e-308  0.66465024  1.100733e+00  1.904308e+00
#>  [262,]   1.730500066  1.464147e+00  0.56147461  1.280853e+00  7.294008e-02
#>  [263,]   0.391089232  1.405847e+00  0.54671781  6.845966e-01  2.596332e-17
#>  [264,]   2.571801557  1.492107e+00  0.49945381  8.083274e-02  4.742008e-17
#>  [265,]   1.232281127 2.225074e-308  0.60059581  4.952456e-01  1.591308e+00
#>  [266,]   4.033006359  1.580178e+00  0.58203831  1.355873e+00 2.225074e-308
#>  [267,]   1.218137607 2.225074e-308  0.59027796  1.478337e-18  1.516528e+00
#>  [268,]   1.886966640  1.563689e+00  0.57313244  7.551422e-01  9.703963e-18
#>  [269,]   1.695488820  1.232297e+00  0.58918611  1.685777e+00  3.074162e-01
#>  [270,]   1.655023004  1.224222e+00  0.58846268  1.103200e+00  3.185430e-01
#>  [271,]  -2.837818001  1.352454e-15  0.41816966 2.225074e-308  1.513526e+00
#>  [272,]  -0.421003750  3.517734e-17  0.49270343  8.622879e-15  1.472277e+00
#>  [273,]   3.266876352  1.062814e-18  0.51133291  1.237092e-16  1.401977e+00
#>  [274,]   1.486988268  1.496670e+00  0.53233391  1.647121e+00  5.761564e-02
#>  [275,]   1.661475773  6.935184e-01  0.53474566  1.612523e+00  7.183393e-01
#>  [276,]   2.271688279 2.225074e-308  0.58228261  2.025095e-19  1.573965e+00
#>  [277,]   0.893692039  1.396800e+00  0.52140826  1.671739e+00  2.206710e-18
#>  [278,]   0.413046915 2.225074e-308  0.76222262  1.350841e+00  1.647191e+00
#>  [279,]   3.409700093  1.386778e+00  0.47331085  9.925460e-01 2.225074e-308
#>  [280,]   1.844413264  1.071595e+00  0.51903598  1.776488e+00  3.822214e-01
#>  [281,]   2.519373659  1.570581e+00  0.57989889  1.939359e-01 2.225074e-308
#>  [282,]   2.795829935  1.267978e+00  0.52843604  1.592909e+00  1.607821e-01
#>  [283,]   1.626863907  7.132457e-01  0.55785170  1.584652e+00  7.206521e-01
#>  [284,]   1.914490003  1.041086e+00  0.60157562  1.935027e+00  4.270646e-01
#>  [285,]  -2.817835573 2.225074e-308  0.50048059 2.225074e-308  1.494266e+00
#>  [286,]   2.286452016  9.198585e-01  0.58005437  1.325926e+00  5.674252e-01
#>  [287,]   0.936330207  1.452296e+00  0.51615304  4.241715e-01  2.623521e-19
#>  [288,]   0.250410882  1.334939e+00  0.49508397  1.536612e+00  1.297829e-01
#>  [289,]   0.537418736 2.225074e-308  0.53970846  6.083174e-16  1.525773e+00
#>  [290,]   0.817010825  3.740121e-01  0.59998483  1.163364e-17  1.184348e+00
#>  [291,]   0.378267601  1.405741e+00  0.62555548 2.225074e-308 2.225074e-308
#>  [292,]   1.582921570  1.523331e+00  0.61174710  2.777189e-18  2.871980e-17
#>  [293,]   1.283224752  6.163906e-01  0.61952211  1.532277e+00  8.322996e-01
#>  [294,]   0.372027359  1.522408e+00  0.63359936  1.896317e+00  6.316213e-17
#>  [295,]   1.914047868  9.493245e-01  0.57585094  1.384337e+00  4.460191e-01
#>  [296,]   1.322474821  1.603403e+00  0.59756688  2.584589e-01 2.225074e-308
#>  [297,]   3.058631235  1.174547e+00  0.62048172  1.824494e+00  3.061205e-01
#>  [298,]   3.250881324  1.288461e+00  0.54119823  4.061562e-16  2.328242e-01
#>  [299,]   2.655879911  7.861269e-01  0.55512577  1.672639e+00  6.925036e-01
#>  [300,]   1.797611728  5.469760e-18  0.66095295  1.705607e+00  1.654046e+00
#>  [301,]   1.811435999 2.225074e-308  0.49114456  1.713964e+00  1.608235e+00
#>  [302,]   2.821083372 2.225074e-308  0.51083408  1.784337e+00  1.568816e+00
#>  [303,]   0.978747357 2.225074e-308  0.60696543  1.210958e+00  1.672779e+00
#>  [304,]   0.619118301  9.788895e-01  0.54809315  1.635934e+00  4.121006e-01
#>  [305,]   1.072430125  6.926155e-01  0.47665059  1.677711e+00  7.075997e-01
#>  [306,]   3.991385735  8.198253e-03  0.49589392  1.791265e+00  1.369138e+00
#>  [307,]   0.536307151 2.225074e-308  0.44381454  1.710505e-12  1.419932e+00
#>  [308,]   1.772066401  7.275793e-14  0.49637302  1.478581e+00  1.650573e+00
#>  [309,]   1.641906780  1.602324e+00  0.56822270  2.840509e-18  1.703121e-19
#>  [310,]   1.253938231  1.558664e+00  0.67082653  1.465828e-16  1.013944e-16
#>  [311,]   0.868104507  1.085437e+00  0.54968123  1.739663e+00  3.837874e-01
#>  [312,]   1.506037719  1.466672e+00  0.52170808  8.684154e-01 2.225074e-308
#>  [313,]   2.121236894 2.225074e-308  0.56558040  1.171988e+00  1.778297e+00
#>  [314,]   0.409680224  1.181873e+00  0.59545760  1.125089e+00  3.648304e-01
#>  [315,]   1.333264677  1.590490e+00  0.55461377  1.737147e+00  2.721725e-02
#>  [316,]   2.851523501  7.228884e-01  0.63484698  1.794399e+00  8.371873e-01
#>  [317,]   2.041480813  1.212927e+00  0.63278943  1.837814e+00  1.960089e-01
#>  [318,]   0.082245341  2.754841e-01  0.48637230 2.225074e-308  1.158953e+00
#>  [319,]   1.678023921  1.465573e+00  0.60651729  5.454079e-01  9.497095e-18
#>  [320,]   3.615585664  1.120591e+00  0.62834549  1.115680e+00  4.743039e-01
#>  [321,]   4.123286241  1.576266e+00  0.62452525 2.225074e-308 2.225074e-308
#>  [322,] -47.743763569  5.479228e-16 -0.06385882  1.577718e-01  1.843529e+00
#>  [323,]  14.392975832 2.225074e-308 -0.02683157  8.684431e-02  1.296677e+00
#>  [324,]   1.115160661  1.052366e-16  0.51690432  1.530691e+00  1.545074e+00
#>  [325,]   2.397838432  1.591053e+00  0.58443517  1.200273e+00  1.126449e-19
#>  [326,]   2.975604511  1.464686e+00  0.57640180  1.661266e+00  3.796200e-02
#>  [327,]   3.018554869  1.576835e+00  0.60427209 2.225074e-308  6.696722e-14
#>  [328,]   1.082810492  6.903420e-01  0.57308630  1.795139e+00  8.288177e-01
#>  [329,]   3.956058025  1.151306e+00  0.65121670  1.840331e+00  3.549315e-01
#>  [330,]   0.538203943  2.312107e-16  0.40450459  1.006033e-14  1.388578e+00
#>  [331,]  -0.236726619  5.853788e-18  0.51502222  2.003129e-15  1.425220e+00
#>  [332,]   1.000459913  1.300757e+00  0.61249892  1.768524e-16  1.806333e-01
#>  [333,]   1.488140308  4.158619e-01  0.58352651  1.384136e+00  1.008317e+00
#>  [334,]  -0.007034612  6.286826e-01  0.48303232  1.475268e+00  8.372391e-01
#>  [335,]   2.095707145  1.447775e+00  0.48554927  1.324417e+00  1.649866e-24
#>  [336,]   3.477587576  4.578248e-16  0.60334233  1.919467e+00  1.558219e+00
#>  [337,]   0.744049063  1.425426e+00  0.57480930  3.196139e-17  2.858539e-02
#>  [338,]   1.146714360  7.166886e-01  0.53585066  1.724399e-17  8.969890e-01
#>  [339,]   1.496900223  1.358615e+00  0.63082115  1.729807e+00  1.364701e-01
#>  [340,]   1.324181708  1.536089e+00  0.51162855  1.691633e+00 2.225074e-308
#>  [341,]   4.025777904  1.012846e+00  0.52130721  1.682078e+00  3.685837e-01
#>  [342,]   2.110712382  1.479323e+00  0.57777722  1.227822e+00  2.227539e-02
#>  [343,]   2.185955518  1.484094e+00  0.56961607  1.713872e+00  3.356922e-18
#>  [344,]   1.243881919  6.077457e-01  0.66169557  1.810019e+00  8.152018e-01
#>  [345,]   2.971042356  9.562181e-01  0.54878420  1.622747e+00  5.449049e-01
#>  [346,]   1.886215401  1.330192e+00  0.61889875  1.141617e+00  1.345407e-01
#>  [347,]   1.986940663  1.380590e+00  0.50653550  1.205163e+00  1.246558e-01
#>  [348,]   2.222739090  1.434992e+00  0.46395683  1.882098e-17 2.225074e-308
#>  [349,]   0.387186217  5.370144e-01  0.61663017  7.571335e-16  9.233559e-01
#>  [350,]   3.318740936  1.067827e+00  0.56854584  1.693091e+00  4.775822e-01
#>  [351,]   1.200398078  1.173239e+00  0.55284763  1.719887e+00  3.513377e-01
#>  [352,]   1.236667555  8.498401e-01  0.53800853  1.353966e+00  6.001292e-01
#>  [353,]  -0.520116413  3.658807e-19  0.53037511  1.390803e+00  1.453385e+00
#>  [354,]  -0.780205144  9.831647e-01  0.42215800  1.584637e+00  3.523049e-01
#>  [355,]   4.287433607  8.364316e-01  0.37861469  1.815952e-01  4.553217e-01
#>  [356,]  -0.748545615  1.415923e+00  0.47465473  1.359759e+00  3.294641e-17
#>  [357,]   0.376330801  5.958439e-01  0.55056726  1.784577e+00  7.572477e-01
#>  [358,]   2.745842540 2.225074e-308  0.90417521  2.143845e+00  1.924049e+00
#>  [359,]   2.261428111  1.156808e+00  0.57051951  1.763273e+00  3.575651e-01
#>  [360,]   0.613378506  9.713017e-01  0.59575044  1.492541e+00  4.486053e-01
#>  [361,]   1.965005747  1.271537e+00  0.54203294  1.456677e+00  1.770743e-01
#>  [362,]   0.926176881  1.038570e+00  0.51697052  1.717788e+00  4.256562e-01
#>  [363,]   2.775557696  1.347356e+00  0.53990034  1.439348e+00  2.192814e-01
#>  [364,]   5.284881084  3.626410e-15  0.49525287  1.820608e+00  1.427309e+00
#>  [365,]   1.971348431  1.260078e+00  0.62106241  1.616417e+00  3.000930e-01
#>  [366,]  -0.529197863  6.557691e-16  0.53538900  1.363609e-17  1.515378e+00
#>  [367,]   1.975317972  9.532482e-01  0.57093147  1.877298e+00  5.190279e-01
#>  [368,]   0.813589963  1.441650e+00  0.62722294  8.233411e-01  2.351650e-18
#>  [369,]   2.205331071 2.225074e-308  0.45662334  8.922830e-01  1.582924e+00
#>  [370,]   1.776112176  4.981134e-01  0.60567982  1.848519e+00  9.356724e-01
#>  [371,]   1.117746642  1.140592e+00  0.64270670  1.544330e+00  2.875901e-01
#>  [372,]   3.380142071  1.527064e+00  0.54497276 2.225074e-308  8.718382e-16
#>  [373,]   2.583710727  1.535316e+00  0.56100627  1.387606e+00  8.170923e-02
#>  [374,]   2.146934246 2.225074e-308  0.56974123  1.824564e+00  1.538808e+00
#>  [375,]   1.975160081  1.356448e+00  0.44052834  1.755236e+00  1.408897e-17
#>  [376,]   2.656753383  1.305078e+00  0.56170474  7.465161e-01  8.569785e-02
#>  [377,]   0.651034867  9.570158e-01  0.55435017  1.684731e+00  4.738267e-01
#>  [378,]   3.118625900 2.225074e-308  0.55313692  1.719628e+00  1.613709e+00
#>  [379,]   1.034131753 2.225074e-308  0.63959201  1.760751e+00  1.761800e+00
#>  [380,]   2.173651079  1.085947e+00  0.54377080  1.328541e+00  4.962798e-01
#>  [381,]   2.035701002  4.799080e-01  0.65092829  9.686387e-18  1.059670e+00
#>  [382,]   2.184665455  4.032756e-18  0.65272155  1.796893e+00  1.701280e+00
#>  [383,]   1.649389267  1.410592e+00  0.49987301  1.321769e+00 2.225074e-308
#>  [384,]   2.513895167  1.161610e+00  0.60019267  1.784625e+00  3.624176e-01
#>  [385,]   4.219721366  1.569347e+00  0.52701001  1.511034e+00  2.447043e-18
#>  [386,]  70.623254318  4.461181e-02 -0.03293990  1.205900e-19  2.153468e+00
#>  [387,]   0.688640144  7.411613e-01  0.51701974  1.673758e+00  5.879684e-01
#>  [388,]   2.444723141 2.225074e-308  0.67299695  1.429816e+00  1.751980e+00
#>  [389,]   1.517553454  5.185253e-01  0.50951097  1.787016e+00  9.323408e-01
#>  [390,]  -2.124626982  1.287943e-14  0.62483318  8.836626e-13  1.610316e+00
#>  [391,]   1.944832462 2.225074e-308  0.60217072  2.340807e-15  1.501766e+00
#>  [392,]   5.608433909  6.792869e-01  0.53829558  1.662256e+00  7.687196e-01
#>  [393,]   1.248276615  1.515578e+00  0.53571705  9.493366e-01  2.297723e-17
#>  [394,]   2.624754872  1.492494e+00  0.59482271  1.369590e+00  3.415136e-18
#>  [395,]   2.984135725  1.542729e+00  0.54425200  4.976049e-16 2.225074e-308
#>  [396,]   0.066859996  7.467787e-01  0.53890517  1.425134e+00  6.819391e-01
#>  [397,]  -3.554423967 2.225074e-308  0.58527215  2.138786e+00  1.597438e+00
#>  [398,]   0.341582127  2.110742e-17  0.53138058  9.496545e-01  1.546420e+00
#>  [399,]  -2.080571661 2.225074e-308  0.59983978  1.038143e-16  1.627239e+00
#>  [400,]   3.244185212  6.301961e-16  0.63431296  1.713272e+00  1.702880e+00
#>  [401,]   3.292698282  9.505380e-01  0.56955743  2.445586e-18  4.774083e-01
#>  [402,]   1.455074793  1.053716e+00  0.49986253  1.501168e+00  3.684724e-01
#>  [403,]   0.772520137  1.008808e-14  0.58055135  2.868552e-16  1.520447e+00
#>  [404,]   0.712442794  1.707037e-18  0.64845770  1.905570e+00  1.541955e+00
#>  [405,]   1.401729011  8.725399e-01  0.56281242  1.146891e+00  5.873980e-01
#>  [406,]   2.426453041  1.439050e+00  0.65026322 2.225074e-308  1.411792e-01
#>  [407,]   2.190795320  1.527771e+00  0.59523724  6.368852e-01 2.225074e-308
#>  [408,]   1.917473846  1.667416e+00  0.53446537  1.277345e+00 2.225074e-308
#>  [409,]   1.601869754  1.511064e+00  0.66232727  2.834466e-01  3.607463e-17
#>  [410,]   0.100811609  6.150172e-01  0.53158427  6.531446e-17  7.353582e-01
#>  [411,]   0.644408606 2.225074e-308  0.52510230  1.182973e-02  1.490145e+00
#>  [412,]   3.463099765  1.461395e+00  0.51653856  1.793688e+00  1.771725e-17
#>  [413,]   0.582690501  4.832097e-17  0.50500117  9.673724e-02  1.663985e+00
#>  [414,]   4.346566582  1.509965e+00  0.61639448  9.819378e-18  4.550146e-18
#>  [415,]   2.869341840  1.133553e+00  0.61327468  1.456252e+00  3.163380e-01
#>  [416,]   0.363233732 2.225074e-308  0.57779569 2.225074e-308  1.530593e+00
#>  [417,]   3.151569410  1.146960e+00  0.54229005  1.432583e+00  3.129479e-01
#>  [418,]   2.868678591  1.514149e+00  0.58320371 2.225074e-308  4.091419e-17
#>  [419,]   2.762495003  1.630625e+00  0.60410404 2.225074e-308 2.225074e-308
#>  [420,]   2.236383328  7.279089e-01  0.46549181  1.538698e+00  6.339443e-01
#>  [421,]   2.863347878  1.305540e+00  0.58622219 2.225074e-308  1.887206e-01
#>  [422,]   2.145068858  2.960113e-01  0.53734536  1.830954e+00  1.152861e+00
#>  [423,]   2.287964423  9.019408e-01  0.59537463  1.967897e+00  4.968326e-01
#>  [424,]   1.110507284  1.538411e+00  0.54366630  1.815654e+00  9.509800e-19
#>  [425,]   3.560698099  1.265501e+00  0.52841692 2.225074e-308  2.770698e-01
#>  [426,]   3.901960494  1.105912e+00  0.60245520  1.871052e+00  3.684105e-01
#>  [427,]   3.268971985  4.944802e-13  0.61600119  1.892280e+00  1.804155e+00
#>  [428,]   0.773939037  7.887924e-01  0.53639261  2.475504e-19  7.988230e-01
#>  [429,]   1.091293339  1.496748e+00  0.52705997  8.554587e-01 2.225074e-308
#>  [430,]   1.968566126  1.871893e-01  0.52987691  2.246808e-17  1.396263e+00
#>  [431,]   3.363942373  1.329821e+00  0.57802693  1.701945e+00  1.827667e-01
#>  [432,]   1.777187703  1.535645e+00  0.57361716  1.407638e+00 2.225074e-308
#>  [433,]   0.520888574  1.524445e+00  0.57754482  1.289966e+00  5.616087e-15
#>  [434,]   1.361852292  2.908810e-01  0.58660406  2.276979e-12  1.259539e+00
#>  [435,]   2.883666302 2.225074e-308  0.68238784  1.894802e+00  1.523548e+00
#>  [436,]   1.201860999  5.029303e-15  0.69268004  1.442618e+00  1.970187e+00
#>  [437,]   0.728445348  4.457542e-01  0.61581602  1.368211e+00  1.119533e+00
#>  [438,] -22.206204438  8.032853e-02  0.16817143  1.599758e-01  1.257203e+00
#>  [439,]   1.792878030  9.909283e-01  0.52032985 2.225074e-308  5.846175e-01
#>  [440,]   3.801116831 2.225074e-308  0.81169661  1.709452e+00  1.959508e+00
#>  [441,]   0.347293033  1.151380e+00  0.55756113  1.854800e+00  3.670604e-01
#>  [442,]   1.455565082  1.040111e+00  0.55850377  1.855678e+00  4.781895e-01
#>  [443,]   1.276076348  1.584188e+00  0.59783930  1.968711e-01 2.225074e-308
#>  [444,]   2.077903200  5.185797e-17  0.60233480  7.538189e-02  1.611964e+00
#>  [445,]   0.968928354  9.557456e-01  0.63280510  1.635746e+00  5.268933e-01
#>  [446,]   2.236436072  1.427996e+00  0.55520143  1.355632e+00 2.225074e-308
#>  [447,]   2.981357083  1.348973e+00  0.68422871  1.639017e+00  1.954420e-01
#>  [448,]   3.688808304  1.529600e+00  0.56008042  1.567875e+00  6.290590e-17
#>  [449,]   1.415880373  1.521346e+00  0.58047443  1.505458e+00  2.648755e-17
#>  [450,]   2.552171391  1.525609e+00  0.58518306  1.702151e+00 2.225074e-308
#>  [451,]   1.951262860  1.514267e+00  0.51614313 2.225074e-308 2.225074e-308
#>  [452,]   2.229209029  1.146949e+00  0.70839201  9.952961e-01  3.231746e-01
#>  [453,]   1.165849227  1.607158e+00  0.62691309  1.483543e+00 2.225074e-308
#>  [454,]   4.028993665  1.477300e+00  0.49639389  1.241629e-01  3.127200e-17
#>  [455,]   2.760145622  1.069225e+00  0.54478196  1.341003e+00  3.218110e-01
#>  [456,]   1.961569707  3.754467e-01  0.60643073  1.794859e+00  1.016180e+00
#>  [457,]   3.185226977  1.478773e+00  0.55147342  9.159011e-01  5.254545e-19
#>  [458,]   0.987498031  4.500165e-15  0.58075724  9.174477e-17  1.491725e+00
#>  [459,]   2.895112710  8.089029e-01  0.55088187  5.136304e-01  6.467980e-01
#>  [460,]  -0.219863059  3.194822e-17  0.63986129  1.890884e+00  1.529633e+00
#>  [461,]   1.918069237  1.371393e+00  0.60347380  1.490106e+00  1.789780e-01
#>  [462,]   2.771785950  8.979051e-01  0.59308456  1.540139e+00  5.425485e-01
#>  [463,]  -0.240182761  2.944628e-18  0.53917428  5.181193e-01  1.642179e+00
#>  [464,]   4.779622126  1.120596e+00  0.55072570 2.225074e-308  2.799317e-01
#>  [465,]  -0.738680816  2.169897e-01  0.43553066  2.299734e-15  1.275276e+00
#>  [466,]   2.119082116  1.563228e+00  0.68634188 2.225074e-308  8.800414e-02
#>  [467,]   1.588503241  9.112544e-01  0.61997027  3.141198e-16  6.152511e-01
#>  [468,]   0.990057012  5.829095e-01  0.43855216  9.585682e-18  9.764476e-01
#>  [469,]   1.776778008  1.238057e-18  0.38838093  1.307887e-17  1.472960e+00
#>  [470,]   2.162151701  1.560014e+00  0.56669261  8.020069e-01 2.225074e-308
#>  [471,]   2.162428012  6.014864e-01  0.65015249  1.783168e+00  8.734042e-01
#>  [472,]   0.484079966  1.301924e+00  0.53614729  1.595283e+00  1.356904e-01
#>  [473,]   2.231240997  1.280161e+00  0.48659892  1.424960e+00  1.167555e-01
#>  [474,]   1.611922975  1.601464e+00  0.57776981  6.296271e-01 2.225074e-308
#>  [475,]   1.489601605  6.087054e-01  0.61922352  1.039365e-17  8.899679e-01
#>  [476,]   2.807102617 2.225074e-308  0.56549997  1.707656e+00  1.645216e+00
#>  [477,]   1.120713078  1.282991e+00  0.51061178  1.522960e+00  1.731689e-01
#>  [478,]   2.931362333  9.721950e-01  0.55750262  1.706231e+00  4.646560e-01
#>  [479,]   1.737924914  1.271249e+00  0.57331953  1.684155e+00  2.460943e-01
#>  [480,]   3.097611682  1.538867e+00  0.57073223  1.132894e+00  8.386195e-17
#>  [481,]   0.474626693  1.425177e+00  0.57778750  1.130476e+00  3.961390e-02
#>  [482,]   0.879890413  1.482955e+00  0.59230512  1.574567e+00 2.225074e-308
#>  [483,]   1.813765383  2.503105e-13  0.43431786  1.415736e-15  1.514239e+00
#>  [484,]   3.385547445  1.460267e+00  0.65823513  7.383917e-01 2.225074e-308
#>  [485,]  -0.472012311 2.225074e-308  0.53093876  1.999957e+00  1.519110e+00
#>  [486,]   2.134733807  7.330158e-01  0.64867258  1.691822e+00  7.376924e-01
#>  [487,]   0.389316308  3.085714e-19  0.61644720  5.971490e-01  1.544859e+00
#>  [488,]   1.359762221  1.537882e+00  0.57601091  1.884003e-16  4.811697e-02
#>  [489,]   0.209310314  5.351423e-01  0.53074053  8.693888e-01  8.357320e-01
#>  [490,]   1.519299208  7.051840e-01  0.57308465  1.901811e+00  6.614449e-01
#>  [491,]   1.195594778  1.157985e+00  0.56473526  8.200083e-01  2.426987e-01
#>  [492,]   1.609780495  1.534442e+00  0.54784573  1.489842e+00 2.225074e-308
#>  [493,]   2.752058023  1.534923e+00  0.56732972 2.225074e-308  2.861562e-17
#>  [494,]   2.107002760  5.286207e-01  0.56975289 2.225074e-308  1.044087e+00
#>  [495,]   1.253801148  1.474432e+00  0.57844654  1.694083e-16  1.291817e-16
#>  [496,]   3.085346998 2.225074e-308  0.59398241  1.486551e+00  1.753683e+00
#>  [497,]  -0.207306056  2.021484e-01  0.48821128  2.613682e-17  1.111886e+00
#>  [498,]   2.135840315  1.552119e+00  0.72771466  1.831213e+00  4.918367e-17
#>  [499,]   0.826976231  7.386189e-01  0.53499609  5.150953e-17  8.519498e-01
#>  [500,]   2.130462455  1.500891e+00  0.52742436  1.470484e+00  1.964101e-17
#>  [501,]   3.875593246  9.470134e-01  0.61602404 2.225074e-308  4.829206e-01
#>  [502,]   1.901893563  7.523919e-01  0.48816914  1.240855e+00  5.886911e-01
#>  [503,]   2.951859608  1.532542e-17  0.60843894  1.853625e+00  1.599277e+00
#>  [504,]   0.778005815  5.580545e-01  0.55128775  1.018685e-15  8.677914e-01
#>  [505,]   2.587929844  1.464962e+00  0.59064007  1.299226e+00  2.702374e-18
#>  [506,]   1.201320752 2.225074e-308  0.62280076 2.225074e-308  1.479656e+00
#>  [507,]   1.315930380  2.646566e-16  0.63364002  1.845163e+00  1.743386e+00
#>  [508,]   0.431070964 2.225074e-308  0.52434000  2.005533e+00  1.640739e+00
#>  [509,]   1.955802978  1.492564e+00  0.67490103  5.026478e-16  6.549806e-02
#>  [510,]  -0.364298332  1.477755e+00  0.58816621  8.567983e-01  1.921598e-17
#>  [511,]   0.396059082  1.378172e+00  0.49275888  3.968344e-01 2.225074e-308
#>  [512,]   2.105374780  6.365032e-17  0.49017105  1.804458e+00  1.568638e+00
#>  [513,]   0.974957324  7.810495e-12  0.60112028  8.805166e-18  1.497730e+00
#>  [514,]   2.383437113  1.063020e+00  0.59772395  1.506465e+00  4.087543e-01
#>  [515,]   1.040872192  3.632043e-01  0.57267430  2.167626e-17  1.161675e+00
#>  [516,]   2.605831969  5.565245e-01  0.54305486  9.506067e-01  9.357461e-01
#>  [517,]   4.074132457 2.225074e-308  0.71214356  9.865319e-13  1.612937e+00
#>  [518,]   2.049539146  1.419692e+00  0.55895139  1.706143e+00 2.225074e-308
#>  [519,]   2.505840632 2.225074e-308  0.66355639  1.796845e+00  1.624606e+00
#>  [520,]   2.421898927  7.682442e-01  0.62106706  1.823758e+00  7.146799e-01
#>  [521,]   2.836389412  1.499333e+00  0.59973400  4.143444e-15 2.225074e-308
#>  [522,]  -0.583773188  1.431578e+00  0.58524457 2.225074e-308 2.225074e-308
#>  [523,]   1.741244351  1.461362e+00  0.49954821  1.477997e+00 2.225074e-308
#>  [524,]   2.930122915 2.225074e-308  0.53627341  5.087668e-13  1.591746e+00
#>  [525,]   3.544698690  3.150245e-18  0.49846028  1.897243e+00  1.493277e+00
#>  [526,]   1.217899908  1.378201e+00  0.56650009  1.505285e+00  6.355613e-02
#>  [527,]   3.689079856  1.479001e+00  0.54703729  5.189136e-01 2.225074e-308
#>  [528,]  34.953314703  3.279155e-02 -0.09971823  1.670686e-17  1.674655e+00
#>  [529,]   1.200764495  4.352604e-14  0.63871290  1.911749e+00  1.689630e+00
#>  [530,]   2.159774474  1.257172e+00  0.50435837  1.191794e+00  1.923376e-01
#>  [531,]   2.366354258  1.536626e+00  0.52220012  1.527382e+00  1.379482e-18
#>  [532,]   1.986091257  1.586291e+00  0.56975148  6.979961e-18 2.225074e-308
#>  [533,]   0.137433013  1.495366e+00  0.54526521  5.012456e-01 2.225074e-308
#>  [534,]   4.261016073  5.242303e-18  0.74028712  2.018933e+00  1.647910e+00
#>  [535,]   0.585884581  9.908839e-01  0.56157670  1.569308e+00  4.323540e-01
#>  [536,]   1.701602066  1.589375e+00  0.60995153 2.225074e-308  1.014721e-14
#>  [537,]   1.428028526  1.319825e+00  0.61712144  1.847327e+00  1.799026e-01
#>  [538,]  -5.354422528  3.653889e-01  0.49546112  6.736729e-01  1.097290e+00
#>  [539,]   0.548179674  5.492254e-01  0.56417444  1.364476e+00  8.864603e-01
#>  [540,]   1.949498058  8.345951e-01  0.53597365  1.143132e+00  5.984390e-01
#>  [541,]   1.611746344  1.398415e+00  0.51510670  1.679141e+00  5.445349e-02
#>  [542,]   2.075775704  1.514029e+00  0.58723011  3.275015e-01 2.225074e-308
#>  [543,]   0.493792346  5.575427e-01  0.58732860  4.444261e-18  1.110927e+00
#>  [544,]   2.054547889  1.128343e+00  0.53173601  1.768094e+00  2.991249e-01
#>  [545,]   1.158717414 2.225074e-308  0.54088149  7.123988e-01  1.542697e+00
#>  [546,]   2.594780585  1.322145e+00  0.49753417  1.788619e+00  1.014639e-01
#>  [547,]   1.400850945  8.725263e-01  0.43718687  2.846452e-11  5.515700e-01
#>  [548,]   1.038889500  1.262793e+00  0.45160379  7.450406e-01  1.089433e-01
#>  [549,]   2.620908274  7.045462e-01  0.57056884  1.187261e+00  7.450866e-01
#>  [550,]   0.688812497  7.571935e-01  0.52646393  1.649189e+00  7.990510e-01
#>  [551,]   2.124509523  1.430723e+00  0.53943351  3.020657e-01 2.225074e-308
#>  [552,]   2.282696927  1.637287e+00  0.50226027  1.422524e+00  5.234595e-17
#>  [553,]   2.965450954  1.038212e+00  0.59460256  1.375016e-16  4.769434e-01
#>  [554,]   2.711165560  4.573005e-19  0.66703307  1.684532e+00  1.672378e+00
#>  [555,]   2.559128439  1.099864e+00  0.64181140  1.286713e+00  2.756290e-01
#>  [556,]   2.357761259  1.557948e+00  0.56934054  9.836078e-01 2.225074e-308
#>  [557,]   3.150566460  3.372165e-18  0.57837744  1.941215e+00  1.486321e+00
#>  [558,]   1.846225069  1.280930e-17  0.55381199  1.869226e+00  1.601813e+00
#>  [559,]   1.224208127  1.388537e+00  0.54531891  1.565349e+00  1.579163e-01
#>  [560,]   1.572081225  1.156390e+00  0.57329931  1.687243e+00  3.440401e-01
#>  [561,]   2.504931278  1.327586e+00  0.52212701  8.261977e-24  3.699373e-24
#>  [562,]   1.410017128  3.295104e-18  0.59876694  4.165873e-01  1.558878e+00
#>  [563,]   1.893268784  1.487380e+00  0.58587241  1.752424e+00  5.064061e-02
#>  [564,]   3.609129665  1.075387e+00  0.52492520 2.225074e-308  3.063409e-01
#>  [565,]   0.631681672  1.547256e+00  0.54094338  2.374111e-02 2.225074e-308
#>  [566,]  -0.105704955  1.256035e+00  0.59278207  3.331306e-17  1.936416e-01
#>  [567,]   2.205215518  1.523772e-17  0.53766419  1.715080e+00  1.455009e+00
#>  [568,]   2.393707233  1.464683e+00  0.50351239  1.096672e+00 2.225074e-308
#>  [569,]   1.901296429  8.127457e-01  0.51000295  1.705144e+00  6.638696e-01
#>  [570,]   1.133744132  4.154143e-11  0.57720807  1.748592e+00  1.472600e+00
#>  [571,]   2.392360766  1.464957e+00  0.53835547  1.233144e-01  3.072552e-17
#>  [572,]   1.898965657  5.939552e-01  0.57739945  9.070177e-01  7.261530e-01
#>  [573,]   0.773401834  1.476708e+00  0.56483590  6.511668e-01 2.225074e-308
#>  [574,]   2.184820555  1.005783e+00  0.52651166  1.710220e+00  4.042893e-01
#>  [575,]   1.475975767  1.441557e+00  0.53954814  1.569843e+00  1.154368e-01
#>  [576,]   0.722216708 2.225074e-308  0.61054073  8.996009e-01  1.774277e+00
#>  [577,]   0.173760717 2.225074e-308  0.58958730 2.225074e-308  1.444953e+00
#>  [578,]   2.812871694  7.557154e-01  0.70584426  1.942278e+00  6.665828e-01
#>  [579,]   6.096646813  1.219671e+00  0.63188081  6.683664e-14  2.636265e-01
#>  [580,]   2.400485404  3.014074e-16  0.52379339  1.393633e+00  1.636972e+00
#>  [581,]   2.934283213  1.297296e+00  0.59037272  6.638295e-01  1.969686e-01
#>  [582,]   2.322322921  6.409577e-01  0.60639442  1.937139e+00  7.278665e-01
#>  [583,]   0.930554793  1.540425e+00  0.61160844  1.182638e+00 2.225074e-308
#>  [584,]   1.391936003  5.676712e-01  0.61661909  1.407837e+00  8.792928e-01
#>  [585,]   3.085452461  1.184827e+00  0.63910973  6.546538e-17  2.545456e-01
#>  [586,]   1.841672511  1.598214e+00  0.58068067  1.754368e+00 2.225074e-308
#>  [587,]   3.311498954  1.501727e+00  0.44136519  1.459212e+00 2.225074e-308
#>  [588,]   1.880831795  1.141868e+00  0.57823254  1.819721e+00  3.465749e-01
#>  [589,]   1.518572562  1.185398e+00  0.57923433  1.855214e+00  3.132958e-01
#>  [590,]   2.659716044  1.369522e-17  0.61785668  1.494030e+00  1.630338e+00
#>  [591,]   2.105752368  1.524162e+00  0.62050309  1.503774e+00 2.225074e-308
#>  [592,]  21.246913794  1.728943e-01  0.58588063  1.969013e+00  1.449544e+00
#>  [593,]   2.862327876 2.225074e-308  0.57382608  1.496073e+00  1.660711e+00
#>  [594,]   1.668902219  9.492776e-01  0.59966603  3.067779e-02  7.201495e-01
#>  [595,]   2.559039859  1.442335e+00  0.54416056  1.717713e+00 2.225074e-308
#>  [596,]   0.596027661  1.506821e+00  0.63724040  1.808967e+00 2.225074e-308
#>  [597,]   1.210546476  1.302810e+00  0.64253763 2.225074e-308  2.171438e-01
#>  [598,]   1.068302693  1.339308e-16  0.58797366  5.075753e-01  1.652397e+00
#>  [599,]   0.571930702 2.225074e-308  0.67057255  1.971847e+00  1.588876e+00
#>  [600,]   1.508393509  3.245289e-01  0.47551618 2.225074e-308  1.087193e+00
#>  [601,]   2.424375120 2.225074e-308  0.62713256  9.245375e-01  1.627960e+00
#>  [602,]   0.415932444  1.226722e+00  0.60411690  1.731831e+00  3.599781e-01
#>  [603,]   1.283709869  1.638102e+00  0.60766470  1.474529e+00  1.090385e-18
#>  [604,]   0.198643277  6.571207e-01  0.57644633  1.814253e+00  7.027467e-01
#>  [605,]   1.583830003  1.507376e+00  0.65924562  1.081244e+00 2.225074e-308
#>  [606,]   2.751302437  1.526680e+00  0.52185216  1.691241e+00 2.225074e-308
#>  [607,]   3.504708110 2.225074e-308  0.65977785  1.688897e+00  1.855337e+00
#>  [608,]   0.894373174  1.552997e+00  0.52296372  3.056064e-17  2.395990e-16
#>  [609,]   2.540154893  1.525513e+00  0.53959220  1.502296e+00  1.520244e-16
#>  [610,]   4.856447185  2.887470e-16  0.61572900  1.826078e+00  1.771253e+00
#>  [611,]   1.332932663  1.551134e+00  0.49125988  1.544767e+00 2.225074e-308
#>  [612,]   3.761912256  1.246312e+00  0.62481319  1.838346e+00  3.199476e-01
#>  [613,]   2.222554669  1.528097e+00  0.53672904  1.707517e+00 2.225074e-308
#>  [614,]   1.892646603  1.526632e+00  0.60610182  1.803131e+00  4.684901e-18
#>  [615,]   2.522392005  1.638555e+00  0.59977849  1.916615e+00 2.225074e-308
#>  [616,]   2.957807913  7.360708e-01  0.56929594  1.811247e+00  6.972407e-01
#>  [617,]   2.013063077  1.399213e+00  0.51553309  6.067496e-01  8.413013e-18
#>  [618,]  -0.716336855  6.765509e-01  0.51943234  1.700378e+00  8.186093e-01
#>  [619,]   2.154573363  1.049610e+00  0.59065133  1.692496e+00  4.029938e-01
#>  [620,]   2.420714242  1.219416e+00  0.58186820  1.713187e+00  3.029983e-01
#>  [621,]   2.428410321  8.416668e-01  0.56712950  4.148137e-18  5.939573e-01
#>  [622,]   2.672533252 2.225074e-308  0.58007668  3.705894e-01  1.444775e+00
#>  [623,]   4.331762122  1.612038e+00  0.60766173  1.194865e+00 2.225074e-308
#>  [624,]   1.752452701  1.426265e+00  0.58988419  1.140861e+00  1.075034e-01
#>  [625,]   0.662858818  1.638466e+00  0.73147861  3.737568e-01 2.225074e-308
#>  [626,]  -0.365509153  1.704123e+00  0.67962434  2.625437e-01 2.225074e-308
#>  [627,]   2.242679527  9.386656e-01  0.62382889  1.843196e+00  5.003892e-01
#>  [628,]  -0.870554350  6.482043e-01  0.48357967  1.353465e+00  7.641464e-01
#>  [629,]   2.165452854 2.225074e-308  0.46031109  3.542167e-15  1.528559e+00
#>  [630,]   1.352604090  1.255079e+00  0.58292562  1.364650e+00  2.552515e-01
#>  [631,]   2.903826027  1.414143e+00  0.61170782  9.639075e-01  1.589714e-17
#>  [632,]  -2.012058551  3.811999e-16  0.45662799  8.194890e-01  1.432807e+00
#>  [633,]   4.648024294 2.225074e-308  0.57887959  1.611898e+00  1.557842e+00
#>  [634,]   1.064626162  1.150266e+00  0.44272696 2.225074e-308  2.529436e-01
#>  [635,]   2.418088290  1.416481e+00  0.63313137  1.630508e+00  2.055003e-01
#>  [636,]   4.588864832  1.688294e+00  0.67354141 2.225074e-308  1.503651e-18
#>  [637,]   0.967480245  1.541860e+00  0.63001804  1.876921e+00 2.225074e-308
#>  [638,]  -1.896440992 2.225074e-308  0.58036078  1.878697e+00  1.441442e+00
#>  [639,]   2.295191377  1.446931e+00  0.50474116  1.240049e+00 2.225074e-308
#>  [640,]   2.956946685  1.547531e+00  0.60339333  1.984082e-17  2.248684e-18
#>  [641,]   1.230935733  7.056441e-01  0.48719987  1.685454e+00  6.760977e-01
#>  [642,]   6.190557239  5.545864e-01  0.64726133  4.113936e-18  9.993187e-01
#>  [643,]   2.754307321  1.434393e+00  0.49655835  3.775516e-01  9.555591e-02
#>  [644,]   1.544430302  1.509604e+00  0.53587460  8.371131e-01  3.978351e-17
#>  [645,]   2.450965609  1.584413e+00  0.87906113  3.624884e-15  4.648267e-02
#>  [646,]   1.738468666  9.453399e-01  0.54701987  1.001098e+00  5.387628e-01
#>  [647,]   1.687197848  6.962418e-01  0.56489655  1.414179e+00  6.888423e-01
#>  [648,]   2.744129166  5.468584e-01  0.48868608  1.619323e+00  8.930628e-01
#>  [649,]   0.934190719  6.923702e-16  0.47532929  1.240742e+00  1.654746e+00
#>  [650,]   1.286289060  1.195632e+00  0.51392510  1.671124e+00  2.844310e-01
#>  [651,]   2.063485550  7.207142e-01  0.47302596  1.742642e+00  7.398699e-01
#>  [652,]   1.897737715  1.455033e+00  0.54605897  2.227708e-15  2.091016e-02
#>  [653,]   2.627102126  9.734785e-01  0.55309030  1.370087e+00  4.398990e-01
#>  [654,]   3.152860272  1.453283e+00  0.54720164  1.956541e-13 2.225074e-308
#>  [655,]   0.647555635  1.437104e+00  0.60720731  1.804718e+00  1.022151e-14
#>  [656,]   1.349183462  1.571470e+00  0.57282050 2.225074e-308 2.225074e-308
#>  [657,]   1.538846540  1.547755e-01  0.55185556  5.297116e-01  1.254509e+00
#>  [658,]   1.359493209  8.008357e-01  0.55075449  1.691788e+00  6.307588e-01
#>  [659,]   5.409985788  1.044489e+00  0.69823667  1.937579e+00  3.946284e-01
#>  [660,]   2.303083018  1.125536e+00  0.63847872  1.692342e+00  4.096153e-01
#>  [661,]   0.870525607  1.472953e+00  0.60378594  2.803864e-01 2.225074e-308
#>  [662,]   2.523167663  6.523871e-01  0.60876522 2.225074e-308  8.356661e-01
#>  [663,]   1.282563627  7.754587e-01  0.58949547  1.583330e-01  6.349886e-01
#>  [664,]   1.058777297  1.507887e+00  0.60431059  4.664863e-01 2.225074e-308
#>  [665,]   3.734376059  8.734938e-01  0.61162692 2.225074e-308  6.969913e-01
#>  [666,]   2.412818862  1.117343e+00  0.60988403  1.755638e+00  3.345786e-01
#>  [667,]   1.097513482  1.430171e+00  0.71910341  1.879061e+00  2.020471e-01
#>  [668,]   3.728308025  1.026810e+00  0.64210129  1.280130e+00  4.269113e-01
#>  [669,]   2.881196568  1.497788e+00  0.50972341  7.913230e-16  1.061128e-14
#>  [670,]   1.752154959  1.463179e+00  0.55003410  9.219169e-01  1.026869e-16
#>  [671,]   1.047397423 2.225074e-308  0.53285368  1.586331e+00  1.490730e+00
#>  [672,]   1.420825084  1.579195e-14  0.53687526  1.570186e+00  1.550775e+00
#>  [673,]   2.675379344  1.319256e-12  0.60641034  1.690187e+00  1.521536e+00
#>  [674,]   2.341081699  7.736298e-01  0.55304517  1.711178e+00  6.261658e-01
#>  [675,]   1.439223103  1.642343e+00  0.63936928  1.806227e+00 2.225074e-308
#>  [676,]   1.863694963 2.225074e-308  0.50921211  4.242679e-13  1.616453e+00
#>  [677,]   1.894041217  1.525844e+00  0.53734288  1.246362e+00 2.225074e-308
#>  [678,]   0.362217990  9.700634e-22  0.50365214  1.779370e+00  1.506497e+00
#>  [679,]   1.485793489 2.225074e-308  0.50031726  1.708116e+00  1.593997e+00
#>  [680,]   7.064845948  1.634008e+00  0.60330574 2.225074e-308 2.225074e-308
#>  [681,]   1.203604491  9.092646e-01  0.55047986  8.108157e-01  5.027118e-01
#>  [682,]   1.485946198  1.442380e+00  0.62346507  1.086880e+00  1.735270e-18
#>  [683,]   0.562567425  9.640358e-01  0.62406183  1.613940e+00  5.572008e-01
#>  [684,]   2.116432323  1.519233e+00  0.67798326 2.225074e-308 2.225074e-308
#>  [685,]   1.122068126  7.626773e-16  0.54224155  1.369294e+00  1.595331e+00
#>  [686,]   1.643471886  5.077073e-01  0.56449662  1.745878e+00  9.414769e-01
#>  [687,]   3.582104644 2.225074e-308  0.70587778  1.024791e+00  1.750028e+00
#>  [688,]   2.155300226  8.962108e-14  0.56731311  7.522702e-01  1.597352e+00
#>  [689,]   3.814919454  1.568897e+00  0.66099625  1.449701e+00  6.078188e-19
#>  [690,]   2.262282430  1.223690e+00  0.66040469  1.387040e+00  2.820399e-01
#>  [691,]   2.744556758 2.225074e-308  0.62668978  1.806275e+00  1.714384e+00
#>  [692,]   2.496069901  1.193454e+00  0.57260233  4.467873e-01  1.975639e-01
#>  [693,]   3.116734437  1.515882e+00  0.59407218  1.819835e+00  1.678638e-17
#>  [694,]   2.520689729 2.225074e-308  0.53644437  1.873833e+00  1.556856e+00
#>  [695,]   2.619260621  5.859548e-18  0.56241165  1.752405e+00  1.618294e+00
#>  [696,]   1.135934537  1.477974e+00  0.58072420  8.423356e-01  3.357033e-18
#>  [697,]  -0.689902211  2.220224e-21  0.57009396  3.598260e-14  1.606869e+00
#>  [698,]   1.393509987  1.270237e+00  0.58217229  6.599224e-17  1.745340e-01
#>  [699,]   2.220347501 2.225074e-308  0.65423518  1.795382e+00  1.724061e+00
#>  [700,]   0.574674734  1.503526e-01  0.48967641 2.225074e-308  1.384558e+00
#>  [701,]   3.563670142 2.225074e-308  0.66605904  1.939535e+00  1.747884e+00
#>  [702,]   2.030628654 2.225074e-308  0.58794911  5.513547e-16  1.504890e+00
#>  [703,]   4.084133343  1.466808e+00  0.60463320  1.632283e+00  1.176768e-01
#>  [704,]   3.574011227  1.506006e+00  0.70339123  8.832478e-18  3.442184e-17
#>  [705,]   2.430982244  1.591462e+00  0.59135399 2.225074e-308 2.225074e-308
#>  [706,]   4.267852823  1.510218e+00  0.63190106  8.701454e-17  1.041739e-16
#>  [707,]   1.617102930  1.209922e+00  0.50595431  6.530512e-01  2.216306e-01
#>  [708,]   2.425098993 2.225074e-308  0.54523541  5.017507e-01  1.512664e+00
#>  [709,]   1.975214646  9.566815e-01  0.65100967  1.345655e+00  4.985506e-01
#>  [710,]   3.132602670  1.106388e+00  0.55522780  1.766679e+00  3.068207e-01
#>  [711,]   1.956462373  5.909255e-16  0.59256094  9.168266e-01  1.720364e+00
#>  [712,]   1.734491205  1.461831e+00  0.69481751  1.595890e+00 2.225074e-308
#>  [713,]   2.569082142  1.388925e+00  0.56504870  1.603973e+00  2.062495e-01
#>  [714,]   1.432279333  2.130122e-01  0.52663169  1.440049e-17  1.306777e+00
#>  [715,]   2.614590145  1.568977e+00  0.63379563  1.496726e+00 2.225074e-308
#>  [716,]  -4.753701644  1.653426e-01  0.11794587  4.471492e-02  1.147339e+00
#>  [717,]   4.054917271  7.219216e-01  0.62769066  1.762591e+00  7.747162e-01
#>  [718,]   3.205338351 2.225074e-308  0.60535059  1.279323e+00  1.688567e+00
#>  [719,]   0.510457523  1.009940e+00  0.50863074  1.693511e+00  4.391531e-01
#>  [720,]   4.714684144  1.286725e+00  0.57592201  1.039283e-16  1.941827e-01
#>  [721,]   3.422397427  1.441059e+00  0.63690461  1.852582e+00  1.132615e-16
#>  [722,]   1.972776638  1.520280e+00  0.58336887  1.187377e+00 2.225074e-308
#>  [723,]   1.502320974  1.492819e+00  0.60491115  1.340192e+00 2.225074e-308
#>  [724,]   0.671104639  1.687001e-01  0.50157497 2.225074e-308  1.406242e+00
#>  [725,]   1.553799291 2.225074e-308  0.48527980 2.225074e-308  1.501878e+00
#>  [726,]   3.644483527  9.900844e-01  0.67442504  1.825969e+00  4.526401e-01
#>  [727,]   2.481154082  6.564366e-01  0.55131317 2.225074e-308  9.192172e-01
#>  [728,]   4.583827492  1.049600e+00  0.60225108  1.771095e+00  5.375888e-01
#>  [729,]   0.763442342  2.132500e-01  0.50549963  1.138241e+00  1.412710e+00
#>  [730,]   1.912936871  2.826162e-17  0.52668598  1.240006e+00  1.622400e+00
#>  [731,]   1.679130582  9.706562e-01  0.57608846  3.972018e-17  5.411043e-01
#>  [732,]   1.343989544  3.880520e-01  0.52207738  1.313715e+00  9.309900e-01
#>  [733,]   3.466308006  1.527312e+00  0.64095894  1.202937e-03 2.225074e-308
#>  [734,]   3.261761783  1.476645e-17  0.51302523 2.225074e-308  1.543992e+00
#>  [735,]   0.072362805  1.240371e+00  0.42317804  3.975708e-01  1.339328e-01
#>  [736,]   3.662450716  1.163501e+00  0.49773841  1.688965e+00  3.387043e-01
#>  [737,]   1.771040311 2.225074e-308  0.60290387  7.894869e-01  1.620327e+00
#>  [738,]   1.871284640  1.078352e+00  0.63901274  1.757355e+00  4.647504e-01
#>  [739,]   2.178251536  1.006484e+00  0.58123871  1.481622e+00  3.421711e-01
#>  [740,]   2.768076313  1.265473e+00  0.54576199  1.128532e+00  2.345080e-01
#>  [741,] -12.805356151  4.870598e-17 -0.09961238  1.841998e-01  2.122390e+00
#>  [742,]   1.928831807  1.129869e-17  0.52274463  1.809252e+00  1.585289e+00
#>  [743,]   2.355893591  1.029651e+00  0.45231978  7.179221e-01  3.701424e-01
#>  [744,]   2.202736288 2.225074e-308  0.53041323  1.966906e-15  1.571299e+00
#>  [745,]   1.579127871  1.523916e+00  0.64254450  5.138819e-01  4.294928e-15
#>  [746,]  -0.528151985  1.358003e+00  0.68124137  2.827439e-15  2.741496e-01
#>  [747,]   3.786159654  2.070464e-11  0.57448576  1.071649e+00  1.717289e+00
#>  [748,]   2.437953207  7.485300e-01  0.51436498 2.225074e-308  5.780168e-01
#>  [749,]   2.019483792  1.595032e+00  0.75369520  5.442105e-01 2.225074e-308
#>  [750,]   2.921940201 2.225074e-308  0.82770140  1.449369e+00  1.973695e+00
#>  [751,]   1.565427264  1.464113e+00  0.61333830  1.226072e+00  7.008884e-02
#>  [752,]   2.306019685  1.497764e+00  0.61674238 2.225074e-308 2.225074e-308
#>  [753,]   1.474135891  1.484554e+00  0.49628053  1.735183e+00  9.248615e-02
#>  [754,]   3.031981404  1.489800e+00  0.57610573  1.848043e+00 2.225074e-308
#>  [755,]   3.724996797  8.387976e-01  0.53055132  1.794174e+00  5.615209e-01
#>  [756,]   1.910007942  8.091004e-01  0.58424577  1.593377e+00  6.571409e-01
#>  [757,]   2.401616038  1.511200e+00  0.57102044  1.836523e+00  5.153297e-17
#>  [758,]   6.321382670  1.542709e+00  0.58616182  6.864618e-16  1.570481e-16
#>  [759,]   1.615464420  7.475901e-01  0.57613028  1.366332e+00  6.683584e-01
#>  [760,]   2.156165995  3.696239e-01  0.60390107  1.831562e+00  1.162109e+00
#>  [761,]   1.806519517  1.128437e+00  0.50398230 2.225074e-308  3.786751e-01
#>  [762,]   4.657547731 2.225074e-308  0.71076450  1.615845e+00  1.787413e+00
#>  [763,]   2.740150733  1.524092e+00  0.69546943  1.846072e+00  1.065872e-01
#>  [764,]   5.367794391  3.709781e+00 -0.14758758  5.959333e-16  3.965766e-01
#>  [765,]   1.975144333  1.650999e+00  0.56728299  1.022223e+00  1.567063e-17
#>  [766,]   2.156558319  2.035689e-14  0.61845672  8.009582e-16  1.408789e+00
#>  [767,]   2.259849367  1.219103e+00  0.50613193  1.473166e+00  2.695935e-01
#>  [768,]   0.513617770  1.444699e+00  0.52061860  1.673498e+00  6.213790e-18
#>  [769,]   2.193749160  7.552958e-01  0.65733500  1.500436e+00  7.098478e-01
#>  [770,]   2.023774410  8.832850e-01  0.57286058  2.020491e+00  5.836368e-01
#>  [771,]   0.927914332  1.386027e+00  0.51600031  6.618987e-01 2.225074e-308
#>  [772,]   2.114350867  1.180326e+00  0.61480667  1.040496e+00  3.202870e-01
#>  [773,]   0.066168471  1.413152e+00  0.46201885  1.335958e+00  1.461845e-01
#>  [774,]   2.350445148  1.053617e+00  0.61633283  1.397447e+00  4.125219e-01
#>  [775,]   0.829058769  1.341303e+00  0.62554442  1.803020e+00  2.653922e-01
#>  [776,]   1.093882492  1.064987e+00  0.44494457  2.407182e-01  1.072583e-17
#>  [777,]   0.810779967  1.522890e+00  0.53021278  4.688475e-01  6.365340e-17
#>  [778,]  -0.665939469  1.612422e+00  0.61965450  1.857287e+00  1.928614e-17
#>  [779,]   1.863902273  2.630076e-18  0.53753748 2.225074e-308  1.270670e+00
#>  [780,]   2.196173947  1.493385e+00  0.57917318  2.545394e-17  6.029493e-02
#>  [781,]   0.201591740  3.343259e-12  0.62875508  1.572536e+00  1.703407e+00
#>  [782,]   1.090073047  1.447759e+00  0.57257233  2.039832e-01 2.225074e-308
#>  [783,]   2.407713981  1.400065e+00  0.52253371  1.766213e+00  9.980973e-18
#>  [784,]   1.205945216 2.225074e-308  0.54761831  6.995303e-01  1.545145e+00
#>  [785,]   2.599452155  1.531313e+00  0.53815051  5.593129e-01 2.225074e-308
#>  [786,]   2.129865446  1.063406e+00  0.48168118  9.825082e-01  3.722374e-01
#>  [787,]   2.733880483  1.212555e+00  0.55409688  1.401949e+00  2.743943e-01
#>  [788,]   5.560324744  6.132806e-01  0.53109315  4.534443e-01  8.875011e-01
#>  [789,]   2.822941509  1.564279e+00  0.65613554 2.225074e-308  3.165588e-12
#>  [790,]   0.772609416  1.024695e+00  0.55721421  1.774470e+00  4.251355e-01
#>  [791,]   0.695810330  1.109427e+00  0.50682780  1.262161e+00  2.853003e-01
#>  [792,]   2.433454699  9.935155e-01  0.54986648  1.460552e+00  4.331156e-01
#>  [793,]   2.730772889  1.531081e+00  0.58769335  1.196044e+00 2.225074e-308
#>  [794,]   1.350219696  4.951085e-17  0.54511869  9.707850e-01  1.636402e+00
#>  [795,]   2.012138450  1.436346e+00  0.51658244  1.581891e+00  7.149566e-17
#>  [796,]   0.424315688  1.483338e+00  0.57173024  1.789020e+00  5.722164e-18
#>  [797,]   1.827413542 2.225074e-308  0.58103008  1.730265e+00  1.586406e+00
#>  [798,]   2.240420577  1.524066e+00  0.54692678  4.954342e-17  6.808326e-17
#>  [799,]   0.179678768  1.588364e+00  0.59069066  8.376105e-01 2.225074e-308
#>  [800,]  -0.192028896 2.225074e-308  0.51291127  3.363684e-13  1.432939e+00
#>  [801,]   1.697016148  1.468069e+00  0.49710154  1.244935e+00  4.635582e-18
#>  [802,]  -0.171537317  1.201174e+00  0.57400006  1.212017e+00  3.101960e-01
#>  [803,]  -0.377259929 2.225074e-308  0.54868202  1.213539e+00  1.606361e+00
#>  [804,]   1.638924186 2.225074e-308  0.62128915 2.225074e-308  1.452791e+00
#>  [805,]   1.402972379  2.749036e-17  0.62317923  1.866965e+00  1.679237e+00
#>  [806,]   3.415010152  1.088544e+00  0.57343156  1.026748e+00  3.332163e-01
#>  [807,]   1.871424811  1.456260e+00  0.60492011  1.842420e+00  1.101152e-01
#>  [808,]  -0.311814079  4.111968e-13  0.52426419 2.225074e-308  1.602393e+00
#>  [809,]   1.657141978  1.001332e+00  0.64794027 2.225074e-308  4.351717e-01
#>  [810,]   1.463655183  1.347491e+00  0.59399003  1.568420e+00  1.947392e-01
#>  [811,]   2.002160598  1.140547e+00  0.60829107  1.553203e+00  4.076215e-01
#>  [812,]   1.788244798  7.495480e-01  0.69153389  1.895851e+00  7.939072e-01
#>  [813,]   3.582618648  1.060198e+00  0.61000811  3.265380e-17  4.170470e-01
#>  [814,]  -0.031471341  4.029545e-01  0.53616437 2.225074e-308  1.077491e+00
#>  [815,]   1.071153383  4.420358e-01  0.54936114 2.225074e-308  1.188971e+00
#>  [816,]   3.481433781 2.225074e-308  0.62024917  1.882199e+00  1.565806e+00
#>  [817,]   0.610312732  1.340973e+00  0.55378948  1.713729e+00  1.090547e-01
#>  [818,]   2.760982900  1.553713e+00  0.54592846  1.642850e+00  4.608202e-17
#>  [819,]   6.391402174  1.210609e+00  0.65851814  1.728798e-14  4.865190e-01
#>  [820,]   0.484141318  1.447607e+00  0.55836098  9.069694e-01  1.314043e-13
#>  [821,]   1.410876036  1.659488e+00  0.56118191  1.376254e-01  2.504190e-16
#>  [822,]  -0.471341265  1.496243e+00  0.52674110  8.390504e-18 2.225074e-308
#>  [823,]  -0.372440375  1.770123e-02  0.58132488  1.004561e-17  1.597838e+00
#>  [824,]   1.859534155  1.425730e+00  0.50448438  8.091088e-01  4.242649e-02
#>  [825,]   1.975166327  6.221315e-01  0.60802382 2.225074e-308  9.000547e-01
#>  [826,]   3.526191055  1.126575e+00  0.57269300  1.102707e+00  2.730969e-01
#>  [827,]   1.147601874 2.225074e-308  0.46272347 2.225074e-308  1.576136e+00
#>  [828,]  -0.253551869  9.442493e-01  0.59972828 2.225074e-308  6.011673e-01
#>  [829,]   2.079214337  1.397299e+00  0.46590280  8.052854e-01 2.225074e-308
#>  [830,]   2.830661908  1.459543e+00  0.57498748  6.914148e-01  2.316490e-16
#>  [831,]   2.103861938  9.245531e-17  0.64772474  1.768440e+00  1.765725e+00
#>  [832,]   0.909195331  5.441780e-01  0.59590236  6.353794e-01  9.675842e-01
#>  [833,]   1.153574352  1.070316e+00  0.72374027 2.225074e-308  4.856998e-01
#>  [834,]   0.792477662  4.881584e-19  0.63636583  5.536565e-01  1.592596e+00
#>  [835,]   2.109618003  1.277527e+00  0.52580215  1.216653e+00  3.062311e-01
#>  [836,]   2.972968660  1.258656e+00  0.64994937  1.100161e+00  2.386996e-01
#>  [837,]   1.730681027  5.896457e-01  0.55991706  1.153595e+00  8.646519e-01
#>  [838,]   2.662968401  1.530805e+00  0.59890500  8.695507e-01  3.258522e-18
#>  [839,]   2.390161151 2.225074e-308  0.65236033  1.162884e+00  1.799191e+00
#>  [840,]  -0.240746464  1.502996e+00  0.64582129  1.836329e+00  1.860440e-01
#>  [841,]   2.004121109 2.225074e-308  0.60824638  1.608846e+00  1.709456e+00
#>  [842,]   3.038633292  6.873810e-01  0.51384873  1.755812e-12  7.893466e-01
#>  [843,]   0.003191175  1.326122e+00  0.60767447  1.559455e+00  2.562775e-01
#>  [844,]  -3.341690741 2.225074e-308  0.59994641  2.073313e+00  1.517478e+00
#>  [845,]   0.194365298  1.544994e+00  0.53465977  1.249521e+00 2.225074e-308
#>  [846,]   0.080520503  1.090247e+00  0.58740532  1.950178e+00  3.937848e-01
#>  [847,]   3.258377360  1.507730e+00  0.60628305  1.757167e+00  1.881323e-17
#>  [848,]  -0.705374088  1.191779e+00  0.44771364  1.428639e+00  2.735311e-01
#>  [849,]   0.909455401  1.564577e+00  0.58833050  1.682780e+00  7.571488e-19
#>  [850,]   1.880329872  1.189870e+00  0.46810246  1.659554e+00  2.655933e-01
#>  [851,]   3.615278687 2.225074e-308  0.57402833  1.739295e+00  1.435121e+00
#>  [852,]   0.215866226  5.543589e-14  0.54952650  1.470923e+00  1.567801e+00
#>  [853,]   2.235577437  3.507033e-01  0.63336171  1.204384e+00  1.129533e+00
#>  [854,]   2.219367084  1.609910e+00  0.65869908  1.857369e+00 2.225074e-308
#>  [855,]   1.096801551  1.017775e+00  0.52281092  1.268040e-16  5.592689e-01
#>  [856,]   2.678865746  1.472564e+00  0.51531920 2.225074e-308  1.125489e-12
#>  [857,]   1.854055281  1.565188e-17  0.54060412  1.406337e-18  1.476689e+00
#>  [858,]   1.921955501  1.458324e+00  0.60157211  1.161836e+00 2.225074e-308
#>  [859,]   2.299096288  1.519113e+00  0.51833436  1.113128e+00  1.160580e-16
#>  [860,]   1.546304575  8.982062e-01  0.57692732  1.624242e+00  5.372253e-01
#>  [861,]  -0.248753870  6.683266e-01  0.50064069  3.614187e-18  8.944940e-01
#>  [862,]   4.018751530  1.001288e+00  0.55310329 2.225074e-308  4.956942e-01
#>  [863,]   0.620586373  1.155422e+00  0.54918999 2.225074e-308  3.965189e-01
#>  [864,]   3.311403604  5.099738e-18  0.64497889  1.698602e+00  1.819627e+00
#>  [865,]   4.367300220  1.051877e+00  0.61994312  1.066257e+00  5.324797e-01
#>  [866,]   2.427153272  8.458549e-01  0.46042368  1.767449e+00  6.351082e-01
#>  [867,]   1.249045467  1.204194e-01  0.53428686  1.825006e+00  1.329530e+00
#>  [868,]   2.468938515 2.225074e-308  0.69682076  1.851291e+00  1.710545e+00
#>  [869,]   8.199083631  1.227423e+00  0.76914721 2.225074e-308  2.677500e-01
#>  [870,]   1.488278219 2.225074e-308  0.66165194  1.314089e+00  1.666030e+00
#>  [871,]   1.368620764  8.561429e-14  0.49059754 2.225074e-308  1.406040e+00
#>  [872,]   2.625168170  1.599019e+00  0.62918938  1.651974e+00  1.541794e-17
#>  [873,]   3.153114393  5.159132e-16  0.56613562  1.454928e+00  1.627419e+00
#>  [874,]   0.736448854  9.410080e-01  0.51490863  1.772284e+00  5.143468e-01
#>  [875,]   1.614352099  1.099531e+00  0.59566521  1.899288e+00  3.608084e-01
#>  [876,]   1.937783469  1.661010e+00  0.65499342  1.782463e+00  2.396832e-18
#>  [877,]   1.730749460  1.270845e+00  0.54789832  1.627200e+00  1.651626e-01
#>  [878,]   3.630669852  1.181417e+00  0.63145206  3.927846e-18  3.177964e-01
#>  [879,]   1.846429605  1.300511e+00  0.60156677  7.853372e-01  1.702939e-01
#>  [880,]   2.081345422  5.740685e-02  0.50853239  1.452624e-16  1.523991e+00
#>  [881,]   1.833744683  1.269492e+00  0.56506078  1.818500e+00  2.531860e-01
#>  [882,]   0.017300074  1.899237e-01  0.82640601  2.109093e+00  1.415771e+00
#>  [883,]   0.292463745 2.225074e-308  0.56707333  2.099343e-01  1.583278e+00
#>  [884,]   1.068110207  9.824089e-01  0.62649705 2.225074e-308  4.333189e-01
#>  [885,]   1.318687536  1.220281e+00  0.61774116  1.604734e+00  2.980306e-01
#>  [886,]   4.407987077  1.214712e+00  0.54101746  1.858765e+00  1.809376e-01
#>  [887,]   1.140336032 2.225074e-308  0.53611864  1.269289e+00  1.691553e+00
#>  [888,]   2.227121080  1.188831e+00  0.63874690  1.876704e+00  2.158038e-01
#>  [889,]   1.645436447  1.599700e+00  0.59305149  3.781963e-01 2.225074e-308
#>  [890,]   2.166981383  1.277212e+00  0.54077323  1.503900e+00  1.578801e-01
#>  [891,]   0.741887749  6.087262e-01  0.58423981  1.573753e+00  8.635045e-01
#>  [892,]   0.516377996  8.495814e-16  0.48944383 2.225074e-308  1.537092e+00
#>  [893,]  -1.115728069  3.391981e-16  0.49979749  1.445572e-01  1.461651e+00
#>  [894,]   0.850723191  1.572084e+00  0.56902553  1.701261e+00 2.225074e-308
#>  [895,]   1.039586042  1.482371e+00  0.59812365  2.745459e-16  3.599348e-17
#>  [896,]   1.823932020  9.854154e-01  0.50383829  1.295902e+00  4.711780e-01
#>  [897,]   5.066055807  1.433143e+00  0.58637590 2.225074e-308  9.284417e-02
#>  [898,]   0.553741678  1.018170e+00  0.51629861  1.434099e+00  4.113676e-01
#>  [899,]   0.522348325  1.579310e+00  0.50546955  7.553881e-01  8.696270e-17
#>  [900,]   2.978179669  1.322175e+00  0.57116192  1.754117e+00  2.398651e-01
#>  [901,]   0.462623071  1.019875e+00  0.49390394  1.623372e+00  4.349092e-01
#>  [902,]  -0.043091245  7.429937e-01  0.62032868  1.739191e+00  6.959748e-01
#>  [903,]   2.948673925 2.225074e-308  0.58548803  1.448186e+00  1.497177e+00
#>  [904,]   0.099324980  5.479372e-01  0.55350237  1.706925e+00  9.463085e-01
#>  [905,]  -0.206777767  1.533924e+00  0.57046289  1.043380e+00 2.225074e-308
#>  [906,]   0.179478025  1.529720e+00  0.63386705  8.541627e-01  8.208557e-18
#>  [907,]   0.627715290 2.225074e-308  0.66084438  6.238832e-18  1.619229e+00
#>  [908,]   3.296626224 2.225074e-308  0.74222470  1.427355e+00  1.882590e+00
#>  [909,]   1.298643267  1.058169e+00  0.58067095  1.813593e+00  3.913002e-01
#>  [910,]   1.133858962  1.183883e+00  0.53609554  1.021832e+00  2.002099e-01
#>  [911,]   0.890586572  1.502619e+00  0.59828381  5.315474e-01  2.430900e-17
#>  [912,]   3.670283783  1.582391e+00  0.68053500  2.632453e-01 2.225074e-308
#>  [913,]   1.618958305  1.294368e+00  0.60489824  1.193270e+00  1.619761e-01
#>  [914,]  -3.729252637  2.895457e-17  0.51540761  1.576034e-16  1.483443e+00
#>  [915,]   2.713047217  6.420002e-01  0.54457773  1.745835e+00  8.876627e-01
#>  [916,]   1.007201562  1.046325e+00  0.53982912  8.355301e-01  4.526500e-01
#>  [917,]   3.136401202  1.214016e+00  0.54286725  6.192764e-01  3.786720e-01
#>  [918,]   0.433616627  1.535714e+00  0.57233376  2.699915e-01  1.767487e-17
#>  [919,]   3.089711591  1.405124e+00  0.56506305  1.720539e+00  5.514455e-02
#>  [920,] -15.359138907  2.740571e-01  1.01827666  3.117196e+00  1.426243e+00
#>  [921,]   1.482226073  8.536260e-18  0.56303552  1.731731e+00  1.522817e+00
#>  [922,]   3.671942903  1.441971e+00  0.59685558  1.453102e+00  2.298882e-17
#>  [923,]   2.926946073  1.516221e+00  0.60468719  1.395435e+00 2.225074e-308
#>  [924,]   2.104405267  6.070580e-01  0.59247794  1.726902e+00  8.082350e-01
#>  [925,]   3.176721568  1.534244e+00  0.48114281  1.536757e+00  8.231225e-18
#>  [926,]   3.222435626  1.660615e+00  0.55652952 2.225074e-308 2.225074e-308
#>  [927,]   2.610086674  7.265728e-01  0.59725211  1.653764e+00  7.876301e-01
#>  [928,]  -1.906117316  1.273112e+00  0.72901343 2.225074e-308  2.414792e-01
#>  [929,]  -0.247202775  2.899937e-01  0.54318716  1.054170e-16  1.288145e+00
#>  [930,]   1.601163661  4.786838e-15  0.58707769  1.170686e-16  1.602098e+00
#>  [931,]   0.180133885  1.129322e+00  0.59675051  1.775029e+00  3.537472e-01
#>  [932,]   1.363608400  5.233940e-18  0.46335534  6.745207e-15  1.452340e+00
#>  [933,]   3.670897721  1.501382e+00  0.56359395  1.789163e+00 2.225074e-308
#>  [934,]   2.023846558 2.225074e-308  0.74915678  5.134753e-18  1.580137e+00
#>  [935,]   2.137639444  1.431217e+00  0.52581478  1.759900e+00  3.319466e-17
#>  [936,]   2.154099892  1.469530e+00  0.49046099  1.468376e+00 2.225074e-308
#>  [937,]   4.021192609  3.580323e-20  0.71061099  1.909028e+00  1.694773e+00
#>  [938,]   0.556926042  1.466061e+00  0.65212012  1.724678e+00  1.179183e-01
#>  [939,]   1.359379709 2.225074e-308  0.49207756  1.746342e+00  1.532932e+00
#>  [940,]   1.684354471  1.364505e+00  0.54289678  1.696886e+00  1.706248e-01
#>  [941,]   1.066474795  1.493668e+00  0.43674040  1.636471e+00  1.150486e-19
#>  [942,]   2.823460947  6.961277e-01  0.50943035 2.225074e-308  6.384300e-01
#>  [943,]   1.969960756  1.573014e-01  0.54366717  1.852172e+00  1.329143e+00
#>  [944,]   1.795070749  1.506231e+00  0.59319423 2.225074e-308 2.225074e-308
#>  [945,]   1.333876938 2.225074e-308  0.60314206  1.803730e+00  1.632559e+00
#>  [946,]   2.870079271  1.108465e+00  0.49719341  1.674778e+00  2.367861e-01
#>  [947,]   0.813994016  3.243613e-15  0.49337006  1.802369e+00  1.728436e+00
#>  [948,]   2.287863617 2.225074e-308  0.67999522  1.698627e+00  1.769378e+00
#>  [949,]   3.781921423  1.015680e+00  0.61098871  1.924312e+00  5.310870e-01
#>  [950,]   2.247126065  1.091593e+00  0.50608539  1.632574e+00  3.986495e-01
#>  [951,]   2.510411082  1.014242e+00  0.65752969  1.752950e+00  5.038694e-01
#>  [952,]  -0.995605987  1.496833e+00  0.60416774  1.240033e+00 2.225074e-308
#>  [953,]   0.241654308  1.476914e+00  0.60074770  1.236550e+00  8.281219e-02
#>  [954,]   0.953451666  1.083909e+00  0.54415340  1.476967e+00  3.350761e-01
#>  [955,]   0.843114734  1.200875e+00  0.56101983  6.895777e-01  3.657790e-01
#>  [956,]   1.995983678  1.272075e+00  0.54944729 2.225074e-308  2.177014e-01
#>  [957,]   4.074915510  1.115955e+00  0.48747171  1.823593e+00  3.328803e-01
#>  [958,]   1.505334619  1.430072e+00  0.52196199  6.727122e-01 2.225074e-308
#>  [959,]   2.667413717  1.117945e+00  0.43910014  1.280114e+00  2.844377e-01
#>  [960,]  19.025784821  7.541473e-02 -0.20241089  4.761430e-19  1.741785e+00
#>  [961,]   3.318195133  1.471140e+00  0.46115457  1.574051e+00  4.863860e-18
#>  [962,]  -0.397572770  1.065888e+00  0.62420645  9.377903e-01  2.658071e-01
#>  [963,]   1.385085947 2.225074e-308  0.52600295  1.717243e+00  1.523404e+00
#>  [964,]   2.914050201  1.242754e+00  0.51953967  1.045999e+00  1.930415e-01
#>  [965,]   2.619076939  9.325952e-01  0.60381738  1.911520e+00  5.421283e-01
#>  [966,]   3.225886172  4.340397e-17  0.66603844  1.917670e+00  1.682951e+00
#>  [967,]   1.632163856  1.543158e+00  0.49541536  1.052559e-17 2.225074e-308
#>  [968,]   1.880905207  1.014042e+00  0.61571381  1.360571e+00  4.842678e-01
#>  [969,]   1.165918807  1.003552e+00  0.63539039  1.510633e+00  3.794498e-01
#>  [970,]   4.160473313  1.269900e+00  0.49827849 2.225074e-308  1.451145e-01
#>  [971,]   2.204524912  1.387057e-15  0.49514086 2.225074e-308  1.514850e+00
#>  [972,]   1.498401213  5.669575e-15  0.63234234  1.659974e+00  1.808494e+00
#>  [973,]   2.491287844  1.909234e-15  0.48508312  1.479205e-16  1.514081e+00
#>  [974,]   2.721181960  1.534673e-17  0.49863171  9.862479e-01  1.675446e+00
#>  [975,]  -2.698618011  1.767997e+00  0.56116888  1.772126e-01  2.274412e-16
#>  [976,]   1.578421422  2.004006e-15  0.63597335  1.181202e+00  1.493281e+00
#>  [977,]   1.319617453  1.211357e+00  0.69268892  1.268550e-15  2.793067e-01
#>  [978,]   4.121385456  1.387709e+00  0.58822071  1.735278e+00  8.903057e-02
#>  [979,]  -0.922687072  1.196297e+00  0.59562474 2.225074e-308  2.260740e-01
#>  [980,]   1.730595963  1.471134e+00  0.52932631  1.376741e+00 2.225074e-308
#>  [981,]   1.248539685  1.483965e+00  0.56605911  8.327221e-01  2.517540e-17
#>  [982,]   3.257839137  1.128570e-11  0.54392569  8.442272e-12  1.314567e+00
#>  [983,]  -0.517754522  1.181943e+00  0.60350471  1.131472e+00  2.704267e-01
#>  [984,]   2.713871513  9.549303e-01  0.60482475 2.225074e-308  5.532628e-01
#>  [985,]   2.605766472  9.027252e-01  0.58357330  1.065702e+00  4.301872e-01
#>  [986,]   0.007664038 2.225074e-308  0.42564304  3.070386e-17  1.607427e+00
#>  [987,]   1.695640825  7.260625e-01  0.42031179  6.621836e-01  5.506189e-01
#>  [988,]   2.892714727  1.172874e+00  0.53750304  3.482668e-18  3.976189e-01
#>  [989,]   1.361130627  1.523080e+00  0.57049469  5.277966e-01 2.225074e-308
#>  [990,]   1.793658119  1.640611e+00  0.71193218 2.225074e-308  8.683759e-16
#>  [991,]   2.590921622  1.263119e+00  0.60626423  1.901996e+00  2.035467e-01
#>  [992,]   3.600100944  7.669284e-01  0.60531953  1.425382e+00  6.087174e-01
#>  [993,]   1.233657285  1.453480e+00  0.59421871  1.831908e+00 2.225074e-308
#>  [994,]   1.711949976  9.560375e-01  0.61856262  6.408359e-01  5.238805e-01
#>  [995,]   2.841394384  9.249663e-01  0.59289551 2.225074e-308  5.075609e-01
#>  [996,]   2.184457468  1.474314e+00  0.67767395  1.174323e+00  9.966631e-02
#>  [997,]  -0.527011357  1.447130e-15  0.53915824  1.144350e-16  1.519895e+00
#>  [998,]   1.745527706  1.450398e+00  0.54946237  1.274042e+00 2.225074e-308
#>  [999,]   2.558072157  1.571798e+00  0.51562132  1.063150e+00  6.221807e-19
#> [1000,]   0.400006933  1.044043e+00  0.55047547  1.763034e+00  3.541205e-01
#>              theta_22
#>    [1,] 2.225074e-308
#>    [2,]  4.095961e-01
#>    [3,]  4.100711e-01
#>    [4,]  1.349287e+00
#>    [5,]  2.449512e-17
#>    [6,]  4.189259e-01
#>    [7,]  1.494449e-17
#>    [8,] 2.225074e-308
#>    [9,]  1.822782e+00
#>   [10,]  5.322882e-02
#>   [11,]  9.998739e-01
#>   [12,]  1.704517e+00
#>   [13,]  9.493179e-01
#>   [14,] 2.225074e-308
#>   [15,]  1.862609e+00
#>   [16,]  1.319059e-17
#>   [17,] 2.225074e-308
#>   [18,]  1.772022e+00
#>   [19,]  1.660584e+00
#>   [20,]  4.101316e-17
#>   [21,]  3.851860e-34
#>   [22,]  1.602412e-01
#>   [23,]  1.685051e+00
#>   [24,]  1.325922e+00
#>   [25,]  5.959570e-01
#>   [26,]  1.978612e+00
#>   [27,]  1.385802e-01
#>   [28,]  2.000448e+00
#>   [29,]  4.721219e-01
#>   [30,]  1.850452e-01
#>   [31,]  1.761304e+00
#>   [32,]  5.013847e-17
#>   [33,]  1.836521e+00
#>   [34,]  1.453899e-16
#>   [35,]  2.094382e+00
#>   [36,]  1.069321e+00
#>   [37,]  5.295781e-01
#>   [38,]  1.221386e-16
#>   [39,]  4.165757e-01
#>   [40,]  1.760370e-18
#>   [41,]  5.879467e-13
#>   [42,]  4.036399e-01
#>   [43,]  3.522040e-01
#>   [44,] 2.225074e-308
#>   [45,]  1.744370e+00
#>   [46,]  1.802971e+00
#>   [47,]  1.569227e+00
#>   [48,]  5.945666e-18
#>   [49,]  3.646065e-01
#>   [50,]  2.438598e-01
#>   [51,]  1.985509e+00
#>   [52,]  2.456127e+00
#>   [53,]  1.848289e+00
#>   [54,]  1.915707e-16
#>   [55,] 2.225074e-308
#>   [56,]  1.703901e+00
#>   [57,]  8.656490e-01
#>   [58,]  2.790388e-15
#>   [59,]  1.770751e+00
#>   [60,]  1.201152e+00
#>   [61,]  1.186099e+00
#>   [62,] 2.225074e-308
#>   [63,]  4.775693e-01
#>   [64,]  4.325318e-01
#>   [65,] 2.225074e-308
#>   [66,]  9.083044e-17
#>   [67,]  1.930224e+00
#>   [68,]  2.766320e-01
#>   [69,]  3.715387e-01
#>   [70,]  1.571662e-16
#>   [71,]  1.908008e+00
#>   [72,]  8.973024e-01
#>   [73,]  4.654692e-18
#>   [74,]  4.391496e-01
#>   [75,] 2.225074e-308
#>   [76,] 2.225074e-308
#>   [77,]  1.984419e+00
#>   [78,]  1.627586e+00
#>   [79,] 2.225074e-308
#>   [80,]  3.945331e-18
#>   [81,] 2.225074e-308
#>   [82,]  1.717790e+00
#>   [83,]  2.663209e-01
#>   [84,]  1.134280e+00
#>   [85,]  1.936879e-01
#>   [86,]  2.323020e-18
#>   [87,] 2.225074e-308
#>   [88,]  9.133038e-17
#>   [89,]  1.868877e+00
#>   [90,]  3.217868e-01
#>   [91,] 2.225074e-308
#>   [92,] 2.225074e-308
#>   [93,]  9.116228e-18
#>   [94,] 2.225074e-308
#>   [95,]  1.460786e+00
#>   [96,]  2.350140e-17
#>   [97,]  3.160675e-18
#>   [98,]  5.189793e-01
#>   [99,]  1.767365e+00
#>  [100,]  7.473667e-01
#>  [101,] 2.225074e-308
#>  [102,]  3.259419e-16
#>  [103,]  6.102683e-01
#>  [104,]  1.705710e+00
#>  [105,]  2.189606e-01
#>  [106,]  7.729987e-19
#>  [107,] 2.225074e-308
#>  [108,]  1.969618e+00
#>  [109,] 2.225074e-308
#>  [110,]  8.851226e-01
#>  [111,]  1.758921e+00
#>  [112,] 2.225074e-308
#>  [113,]  6.101514e-02
#>  [114,]  1.763292e-02
#>  [115,]  2.061002e+00
#>  [116,]  3.931252e-17
#>  [117,] 2.225074e-308
#>  [118,]  5.035504e-01
#>  [119,]  1.869462e+00
#>  [120,]  1.120568e-01
#>  [121,]  2.887552e-01
#>  [122,]  2.404662e-17
#>  [123,]  1.764747e+00
#>  [124,]  2.205360e-01
#>  [125,] 2.225074e-308
#>  [126,]  2.373265e-01
#>  [127,]  7.734174e-01
#>  [128,]  9.838172e-02
#>  [129,]  1.235173e-17
#>  [130,]  5.372668e-01
#>  [131,]  6.333467e-01
#>  [132,]  2.401681e-01
#>  [133,]  1.595151e+00
#>  [134,]  1.982231e-16
#>  [135,]  1.897998e+00
#>  [136,]  9.507485e-18
#>  [137,]  6.459739e-01
#>  [138,]  1.743635e-03
#>  [139,]  2.712997e-01
#>  [140,]  1.622157e-16
#>  [141,]  3.575911e-01
#>  [142,]  3.932702e-17
#>  [143,] 2.225074e-308
#>  [144,]  4.701784e-01
#>  [145,]  2.949588e-01
#>  [146,]  1.802478e+00
#>  [147,] 2.225074e-308
#>  [148,]  3.996540e-01
#>  [149,]  1.413256e-16
#>  [150,] 2.225074e-308
#>  [151,]  7.804067e-02
#>  [152,]  1.228006e+00
#>  [153,]  5.346049e-01
#>  [154,]  2.116872e+00
#>  [155,]  1.878799e+00
#>  [156,]  9.917931e-01
#>  [157,]  1.912537e+00
#>  [158,]  1.858037e+00
#>  [159,]  7.826777e-02
#>  [160,]  5.608907e-02
#>  [161,]  4.522348e-17
#>  [162,]  9.785803e-01
#>  [163,]  1.169809e+00
#>  [164,]  1.708087e+00
#>  [165,]  1.300652e+00
#>  [166,]  4.724576e-01
#>  [167,]  9.110122e-01
#>  [168,]  1.969660e+00
#>  [169,]  1.798139e+00
#>  [170,]  2.694391e-01
#>  [171,]  4.427477e-02
#>  [172,]  4.347394e-01
#>  [173,] 2.225074e-308
#>  [174,]  2.670509e-01
#>  [175,]  8.771795e-18
#>  [176,]  1.809398e+00
#>  [177,]  4.912531e-17
#>  [178,] 2.225074e-308
#>  [179,]  3.203187e-17
#>  [180,]  8.011869e-32
#>  [181,]  7.472608e-32
#>  [182,]  2.871651e-01
#>  [183,]  7.093632e-01
#>  [184,]  1.772828e+00
#>  [185,]  2.540242e-17
#>  [186,]  3.180897e-01
#>  [187,]  8.435403e-02
#>  [188,]  1.592802e-17
#>  [189,]  1.726672e+00
#>  [190,]  3.296551e-01
#>  [191,] 2.225074e-308
#>  [192,]  3.333462e-01
#>  [193,]  1.344758e+00
#>  [194,]  1.820255e+00
#>  [195,]  6.310644e-01
#>  [196,]  9.787295e-01
#>  [197,]  1.893610e+00
#>  [198,]  1.405231e+00
#>  [199,]  1.019434e-16
#>  [200,]  1.806171e+00
#>  [201,]  1.743545e+00
#>  [202,]  1.003559e+00
#>  [203,]  7.740703e-01
#>  [204,] 2.225074e-308
#>  [205,]  3.070439e-01
#>  [206,]  3.114054e-03
#>  [207,]  9.505910e-02
#>  [208,]  9.731795e-02
#>  [209,]  4.308188e-01
#>  [210,]  6.824495e-01
#>  [211,]  1.768796e+00
#>  [212,]  9.071798e-01
#>  [213,]  9.564426e-02
#>  [214,]  4.940981e-01
#>  [215,]  2.018590e+00
#>  [216,]  1.738618e+00
#>  [217,] 2.225074e-308
#>  [218,]  6.206073e-01
#>  [219,]  1.571244e-01
#>  [220,]  3.887941e-01
#>  [221,]  1.742068e+00
#>  [222,]  5.780980e-01
#>  [223,]  3.813791e-17
#>  [224,]  1.824145e+00
#>  [225,]  1.223793e-01
#>  [226,] 2.225074e-308
#>  [227,]  1.391879e+00
#>  [228,]  1.646127e+00
#>  [229,]  2.776006e-01
#>  [230,]  1.654995e-17
#>  [231,]  1.829427e+00
#>  [232,]  6.162976e-33
#>  [233,]  1.821115e+00
#>  [234,]  1.815960e+00
#>  [235,]  1.656911e+00
#>  [236,] 2.225074e-308
#>  [237,]  6.734887e-01
#>  [238,] 2.225074e-308
#>  [239,]  7.414407e-01
#>  [240,]  3.921202e-01
#>  [241,]  4.098934e-01
#>  [242,]  1.034508e+00
#>  [243,] 2.225074e-308
#>  [244,]  2.195567e-15
#>  [245,]  5.766345e-01
#>  [246,]  9.633690e-01
#>  [247,]  4.055544e-01
#>  [248,]  1.945916e+00
#>  [249,]  3.821045e-31
#>  [250,]  2.037233e+00
#>  [251,]  1.864942e+00
#>  [252,]  8.743241e-01
#>  [253,]  3.525069e-01
#>  [254,]  4.187727e-01
#>  [255,]  1.961333e+00
#>  [256,]  7.280858e-01
#>  [257,]  6.824733e-17
#>  [258,]  5.636736e-01
#>  [259,]  6.266691e-02
#>  [260,]  6.050179e-01
#>  [261,]  7.018834e-01
#>  [262,]  3.530934e-01
#>  [263,]  1.091066e+00
#>  [264,]  1.650191e+00
#>  [265,]  1.206057e+00
#>  [266,]  3.866053e-01
#>  [267,]  1.746968e+00
#>  [268,]  9.377040e-01
#>  [269,] 2.225074e-308
#>  [270,]  5.537085e-01
#>  [271,]  1.683348e+00
#>  [272,]  1.628981e+00
#>  [273,]  1.665036e+00
#>  [274,]  5.056574e-02
#>  [275,] 2.225074e-308
#>  [276,]  1.807597e+00
#>  [277,] 2.225074e-308
#>  [278,]  7.854998e-01
#>  [279,]  6.267611e-01
#>  [280,] 2.225074e-308
#>  [281,]  1.530813e+00
#>  [282,]  1.247906e-01
#>  [283,]  1.132118e-01
#>  [284,]  8.790779e-18
#>  [285,]  1.938651e+00
#>  [286,]  3.289118e-01
#>  [287,]  1.241296e+00
#>  [288,]  1.050743e-01
#>  [289,]  1.762849e+00
#>  [290,]  1.888876e+00
#>  [291,]  1.910122e+00
#>  [292,]  1.821428e+00
#>  [293,]  2.926071e-01
#>  [294,] 2.225074e-308
#>  [295,]  3.644780e-01
#>  [296,]  1.532973e+00
#>  [297,]  9.469105e-17
#>  [298,]  1.814758e+00
#>  [299,] 2.225074e-308
#>  [300,] 2.225074e-308
#>  [301,] 2.225074e-308
#>  [302,] 2.225074e-308
#>  [303,]  5.499608e-01
#>  [304,] 2.225074e-308
#>  [305,] 2.225074e-308
#>  [306,] 2.225074e-308
#>  [307,]  1.686632e+00
#>  [308,]  1.203484e-01
#>  [309,]  1.705419e+00
#>  [310,]  2.000033e+00
#>  [311,] 2.225074e-308
#>  [312,]  8.395877e-01
#>  [313,]  6.025783e-01
#>  [314,]  6.945466e-01
#>  [315,] 2.225074e-308
#>  [316,]  1.412663e-16
#>  [317,]  1.020865e-01
#>  [318,]  1.798156e+00
#>  [319,]  1.270668e+00
#>  [320,]  5.880459e-01
#>  [321,]  1.930674e+00
#>  [322,]  2.407689e+00
#>  [323,]  2.518955e-17
#>  [324,]  2.077274e-01
#>  [325,]  4.984946e-01
#>  [326,]  9.778331e-02
#>  [327,]  1.797004e+00
#>  [328,] 2.225074e-308
#>  [329,] 2.225074e-308
#>  [330,]  1.650139e+00
#>  [331,]  1.801491e+00
#>  [332,]  1.940669e+00
#>  [333,]  4.175915e-01
#>  [334,]  2.237957e-01
#>  [335,]  4.122033e-01
#>  [336,]  7.101342e-16
#>  [337,]  1.968750e+00
#>  [338,]  1.783364e+00
#>  [339,]  8.934152e-02
#>  [340,] 2.225074e-308
#>  [341,]  2.090039e-02
#>  [342,]  5.972165e-01
#>  [343,]  1.757291e-20
#>  [344,]  3.982572e-17
#>  [345,]  1.930643e-01
#>  [346,]  6.232683e-01
#>  [347,]  3.637297e-01
#>  [348,]  1.702124e+00
#>  [349,]  1.921308e+00
#>  [350,] 2.225074e-308
#>  [351,] 2.225074e-308
#>  [352,]  3.093667e-01
#>  [353,]  3.505029e-01
#>  [354,]  7.566856e-02
#>  [355,]  1.544504e+00
#>  [356,]  4.445867e-01
#>  [357,] 2.225074e-308
#>  [358,]  4.585573e-18
#>  [359,] 2.225074e-308
#>  [360,]  2.738789e-01
#>  [361,]  2.151193e-01
#>  [362,] 2.225074e-308
#>  [363,]  2.220463e-01
#>  [364,] 2.225074e-308
#>  [365,]  7.554175e-02
#>  [366,]  1.942308e+00
#>  [367,]  3.420452e-31
#>  [368,]  9.248919e-01
#>  [369,]  7.996235e-01
#>  [370,]  7.251377e-17
#>  [371,]  3.316541e-01
#>  [372,]  1.776124e+00
#>  [373,]  3.293962e-01
#>  [374,]  2.065121e-16
#>  [375,]  3.580649e-17
#>  [376,]  8.722904e-01
#>  [377,]  7.354938e-02
#>  [378,] 2.225074e-308
#>  [379,]  4.200499e-02
#>  [380,]  2.860272e-01
#>  [381,]  1.821876e+00
#>  [382,]  2.768633e-02
#>  [383,]  4.179899e-01
#>  [384,]  2.060164e-17
#>  [385,]  1.995258e-01
#>  [386,]  2.423252e+00
#>  [387,] 2.225074e-308
#>  [388,]  3.044487e-01
#>  [389,] 2.225074e-308
#>  [390,]  1.987723e+00
#>  [391,]  1.924149e+00
#>  [392,]  1.369348e-01
#>  [393,]  7.649374e-01
#>  [394,]  3.037042e-01
#>  [395,]  1.720340e+00
#>  [396,]  3.471617e-01
#>  [397,] 2.225074e-308
#>  [398,]  8.099059e-01
#>  [399,]  1.829946e+00
#>  [400,]  1.181068e-01
#>  [401,]  1.757296e+00
#>  [402,]  2.166646e-01
#>  [403,]  1.708341e+00
#>  [404,]  1.624638e-16
#>  [405,]  5.960320e-01
#>  [406,]  1.915626e+00
#>  [407,]  1.140361e+00
#>  [408,]  5.876879e-01
#>  [409,]  1.614167e+00
#>  [410,]  1.959758e+00
#>  [411,]  1.885005e+00
#>  [412,]  2.972579e-17
#>  [413,]  1.599901e+00
#>  [414,]  1.777729e+00
#>  [415,]  3.468825e-01
#>  [416,]  1.893478e+00
#>  [417,]  2.595634e-01
#>  [418,]  1.905063e+00
#>  [419,]  1.871167e+00
#>  [420,]  1.953651e-01
#>  [421,]  1.726306e+00
#>  [422,] 2.225074e-308
#>  [423,]  1.440472e-18
#>  [424,]  5.206745e-02
#>  [425,]  1.795348e+00
#>  [426,]  4.388494e-17
#>  [427,]  5.331922e-10
#>  [428,]  1.824045e+00
#>  [429,]  7.944945e-01
#>  [430,]  1.795285e+00
#>  [431,]  1.580273e-17
#>  [432,]  3.652277e-01
#>  [433,]  4.143872e-01
#>  [434,]  1.971925e+00
#>  [435,]  2.189092e-17
#>  [436,]  3.294766e-01
#>  [437,]  3.426927e-01
#>  [438,]  3.081254e-01
#>  [439,]  1.737729e+00
#>  [440,]  2.678900e-01
#>  [441,]  1.402857e-02
#>  [442,] 2.225074e-308
#>  [443,]  1.450712e+00
#>  [444,]  1.765323e+00
#>  [445,]  2.057034e-01
#>  [446,]  4.294142e-01
#>  [447,]  3.484990e-01
#>  [448,]  1.542783e-01
#>  [449,]  2.214357e-01
#>  [450,]  1.619373e-01
#>  [451,]  1.785167e+00
#>  [452,]  6.929723e-01
#>  [453,]  1.886080e-01
#>  [454,]  1.557980e+00
#>  [455,]  4.216882e-01
#>  [456,] 2.225074e-308
#>  [457,]  8.870556e-01
#>  [458,]  1.973742e+00
#>  [459,]  1.162417e+00
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#>  [921,]  6.615874e-18
#>  [922,]  3.181293e-01
#>  [923,]  4.253235e-01
#>  [924,]  6.783003e-24
#>  [925,]  1.598826e-01
#>  [926,]  1.710761e+00
#>  [927,]  2.513740e-19
#>  [928,]  2.133116e+00
#>  [929,]  1.824534e+00
#>  [930,]  1.817607e+00
#>  [931,]  4.724594e-17
#>  [932,]  1.628711e+00
#>  [933,] 2.225074e-308
#>  [934,]  1.804209e+00
#>  [935,] 2.225074e-308
#>  [936,]  2.614465e-01
#>  [937,] 2.225074e-308
#>  [938,] 2.225074e-308
#>  [939,]  6.135630e-13
#>  [940,] 2.225074e-308
#>  [941,]  8.325332e-02
#>  [942,]  1.857177e+00
#>  [943,] 2.225074e-308
#>  [944,]  1.883336e+00
#>  [945,]  6.763389e-17
#>  [946,]  1.063230e-01
#>  [947,] 2.225074e-308
#>  [948,] 2.225074e-308
#>  [949,] 2.225074e-308
#>  [950,]  7.805801e-02
#>  [951,]  6.909810e-02
#>  [952,]  6.058070e-01
#>  [953,]  4.175729e-01
#>  [954,]  2.381716e-01
#>  [955,]  9.458502e-01
#>  [956,]  1.965140e+00
#>  [957,] 2.225074e-308
#>  [958,]  9.164268e-01
#>  [959,]  3.565479e-01
#>  [960,]  3.413046e+00
#>  [961,]  1.599128e-01
#>  [962,]  7.604774e-01
#>  [963,] 2.225074e-308
#>  [964,]  5.354842e-01
#>  [965,]  3.068777e-17
#>  [966,]  6.686306e-17
#>  [967,]  1.719295e+00
#>  [968,]  3.470809e-01
#>  [969,]  3.492128e-01
#>  [970,]  1.790168e+00
#>  [971,]  1.715176e+00
#>  [972,]  8.970621e-14
#>  [973,]  1.747494e+00
#>  [974,]  5.966512e-01
#>  [975,]  1.617945e+00
#>  [976,]  7.138400e-01
#>  [977,]  2.211788e+00
#>  [978,]  1.147310e-01
#>  [979,]  1.780449e+00
#>  [980,]  3.361672e-01
#>  [981,]  8.348949e-01
#>  [982,]  1.733070e+00
#>  [983,]  5.948174e-01
#>  [984,]  2.039896e+00
#>  [985,]  8.135588e-01
#>  [986,]  1.769338e+00
#>  [987,]  9.784858e-01
#>  [988,]  1.814537e+00
#>  [989,]  1.272175e+00
#>  [990,]  2.174768e+00
#>  [991,] 2.225074e-308
#>  [992,]  3.013631e-01
#>  [993,]  1.226988e-16
#>  [994,]  1.213088e+00
#>  [995,]  1.997051e+00
#>  [996,]  6.700610e-01
#>  [997,]  1.814342e+00
#>  [998,]  5.709679e-01
#>  [999,]  5.490970e-01
#> [1000,] 2.225074e-308
summary(fit, means = TRUE)
#>    beta_11    beta_21    beta_12    beta_22    alpha_1    alpha_2     psi_11 
#> 0.16903890 0.08907176 0.05291241 0.17645453 2.96435531 1.80822766 0.91788678 
#>     psi_21     psi_22   theta_11   theta_22 
#> 0.56520158 1.04673662 0.60370417 0.74025252

References

Bringmann, L. F., Vissers, N., Wichers, M., Geschwind, N., Kuppens, P., Peeters, F., Borsboom, D., & Tuerlinckx, F. (2013). A network approach to psychopathology: New insights into clinical longitudinal data. PLoS ONE, 8(4). https://doi.org/10.1371/journal.pone.0060188

Hunter, M. D. (2017). State space modeling in an open source, modular, structural equation modeling environment. Structural Equation Modeling: A Multidisciplinary Journal, 25(2), 307–324. https://doi.org/10.1080/10705511.2017.1369354

Neale, M. C., Hunter, M. D., Pritikin, J. N., Zahery, M., Brick, T. R., Kirkpatrick, R. M., Estabrook, R., Bates, T. C., Maes, H. H., & Boker, S. M. (2015). OpenMx 2.0: Extended structural equation and statistical modeling. Psychometrika, 81(2), 535–549. https://doi.org/10.1007/s11336-014-9435-8

R Core Team. (2024). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/