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biplots

Usage

# Default S3 method
biplots(
  model,
  burnin = 0.3,
  thin = 0.2,
  pb = 0.05,
  plot_stable = TRUE,
  plot_unstable = TRUE,
  ncolors = 5
)

Arguments

model

Output from `bayes_ammi()`. This should contain the results of the Bayesian AMMI model, including all sampled iterations.

burnin

Numeric. Percentage of iterations to discard as burn-in to avoid the effects of random initializations during sampling. For example, `burnin = 0.1` removes the first 10% of iterations.

thin

Numeric. Proportion of sampled iterations to retain for analysis. For example, `thin = 0.2` keeps 20% of the iterations, selecting 1 out of every 5 iterations.

pb

Numeric. Significance levels for the contours in the plot. Smaller values of `pb` result in wider contours, while higher values create smaller, more specific contours.

plot_stable

Logical. If `TRUE`, stable instances are highlighted in the output plot.

plot_unstable

Logical. If `TRUE`, unstable instances are highlighted in the output plot.

ncolors

Integer. Specifies the number of distinct colors to use in the plot. Adjust this to control the visual differentiation of elements in the plot.

Value

A list with the following components:

plot

A plot displaying the contours and final biplot values.

contour_data

A `data.frame` containing the data used to create the contours.

biplot_data

A `data.frame` containing the data used to recreate the final biplot values.

References

Crossa, J., Perez-Elizalde, S., Jarquin, D., Cotes, J.M., Viele, K., Liu, G., and Cornelius, P.L. (2011) Bayesian Estimation of the Additive Main Effects and Multiplicative Interaction Model Crop Science, 51, 1458–1469. (doi: 10.2135/cropsci2010.06.0343)

Author

  1. Julian Garcia Abadillo Velasco (garciaabadillo.j@ufl.edu)

  2. Diego Jarquin (diego.jarquin@gmail.com)

Examples

# \dontrun{
data(Maiz)

fm1 <-
  bayes_ammi(
    .data = Maiz,
    .y = Yield,
    .gen = Gen,
    .env = Env,
    .rep = Rep,
    .nIter = 200
  )

library(ggplot2)

output_05 <- biplots(model = fm1, plot_stable = TRUE, plot_unstable = TRUE, pb = 0.05)
output_05
#> [[1]]
#>     .nIter  alphas1_1  alphas1_2  alphas1_3 alphas1_4 alphas1_5 alphas1_6
#>      <int>      <num>      <num>      <num>     <num>     <num>     <num>
#>  1:     61 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  2:     66 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  3:     71 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  4:     76 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  5:     81 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  6:     86 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  7:     91 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  8:     96 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  9:    101 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 10:    106 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 11:    111 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 12:    116 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 13:    121 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 14:    126 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 15:    131 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 16:    136 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 17:    141 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 18:    146 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 19:    151 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 20:    156 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 21:    161 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 22:    166 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 23:    171 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 24:    176 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 25:    181 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 26:    186 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 27:    191 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 28:    196 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>     .nIter  alphas1_1  alphas1_2  alphas1_3 alphas1_4 alphas1_5 alphas1_6
#>     alphas1_7  alphas1_8 alphas1_9 alphas2_1 alphas2_2 alphas2_3    alphas2_4
#>         <num>      <num>     <num>     <num>     <num>     <num>        <num>
#>  1: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  2: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  3: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  4: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  5: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  6: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  7: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  8: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  9: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 10: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 11: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 12: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 13: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 14: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 15: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 16: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 17: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 18: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 19: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 20: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 21: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 22: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 23: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 24: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 25: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 26: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 27: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 28: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>     alphas1_7  alphas1_8 alphas1_9 alphas2_1 alphas2_2 alphas2_3    alphas2_4
#>      alphas2_5  alphas2_6 alphas2_7  alphas2_8 alphas2_9 alphas3_1   alphas3_2
#>          <num>      <num>     <num>      <num>     <num>     <num>       <num>
#>  1: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  2: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  3: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  4: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  5: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  6: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  7: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  8: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  9: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 10: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 11: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 12: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 13: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 14: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 15: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 16: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 17: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 18: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 19: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 20: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 21: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 22: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 23: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 24: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 25: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 26: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 27: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 28: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>      alphas2_5  alphas2_6 alphas2_7  alphas2_8 alphas2_9 alphas3_1   alphas3_2
#>      alphas3_3  alphas3_4 alphas3_5   alphas3_6  alphas3_7  alphas3_8
#>          <num>      <num>     <num>       <num>      <num>      <num>
#>  1: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  2: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  3: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  4: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  5: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  6: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  7: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  8: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  9: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 10: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 11: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 12: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 13: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 14: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 15: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 16: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 17: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 18: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 19: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 20: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 21: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 22: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 23: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 24: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 25: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 26: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 27: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 28: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>      alphas3_3  alphas3_4 alphas3_5   alphas3_6  alphas3_7  alphas3_8
#>      alphas3_9  alphas4_1 alphas4_2 alphas4_3 alphas4_4  alphas4_5   alphas4_6
#>          <num>      <num>     <num>     <num>     <num>      <num>       <num>
#>  1: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  2: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  3: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  4: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  5: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  6: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  7: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  8: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  9: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 10: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 11: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 12: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 13: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 14: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 15: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 16: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 17: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 18: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 19: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 20: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 21: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 22: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 23: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 24: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 25: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 26: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 27: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 28: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>      alphas3_9  alphas4_1 alphas4_2 alphas4_3 alphas4_4  alphas4_5   alphas4_6
#>     alphas4_7 alphas4_8 alphas4_9  alphas5_1   alphas5_2 alphas5_3  alphas5_4
#>         <num>     <num>     <num>      <num>       <num>     <num>      <num>
#>  1: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  2: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  3: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  4: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  5: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  6: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  7: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  8: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  9: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 10: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 11: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 12: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 13: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 14: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 15: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 16: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 17: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 18: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 19: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 20: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 21: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 22: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 23: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 24: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 25: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 26: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 27: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 28: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>     alphas4_7 alphas4_8 alphas4_9  alphas5_1   alphas5_2 alphas5_3  alphas5_4
#>     alphas5_5  alphas5_6  alphas5_7   alphas5_8 alphas5_9 alphas6_1  alphas6_2
#>         <num>      <num>      <num>       <num>     <num>     <num>      <num>
#>  1: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  2: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  3: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  4: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  5: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  6: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  7: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  8: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  9: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 10: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 11: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 12: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 13: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 14: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 15: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 16: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 17: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 18: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 19: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 20: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 21: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 22: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 23: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 24: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 25: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 26: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 27: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 28: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>     alphas5_5  alphas5_6  alphas5_7   alphas5_8 alphas5_9 alphas6_1  alphas6_2
#>     alphas6_3 alphas6_4  alphas6_5 alphas6_6  alphas6_7   alphas6_8 alphas6_9
#>         <num>     <num>      <num>     <num>      <num>       <num>     <num>
#>  1:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  2:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  3:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  4:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  5:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  6:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  7:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  8:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  9:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 10:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 11:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 12:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 13:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 14:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 15:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 16:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 17:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 18:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 19:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 20:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 21:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 22:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 23:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 24:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 25:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 26:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 27:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 28:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>     alphas6_3 alphas6_4  alphas6_5 alphas6_6  alphas6_7   alphas6_8 alphas6_9
#>       alphas7_1 alphas7_2  alphas7_3  alphas7_4 alphas7_5 alphas7_6   alphas7_7
#>           <num>     <num>      <num>      <num>     <num>     <num>       <num>
#>  1: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  2: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  3: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  4: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  5: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  6: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  7: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  8: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  9: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 10: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 11: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 12: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 13: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 14: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 15: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 16: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 17: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 18: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 19: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 20: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 21: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 22: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 23: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 24: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 25: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 26: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 27: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 28: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>       alphas7_1 alphas7_2  alphas7_3  alphas7_4 alphas7_5 alphas7_6   alphas7_7
#>      alphas7_8   alphas7_9 alphas8_1  alphas8_2  alphas8_3  alphas8_4 alphas8_5
#>          <num>       <num>     <num>      <num>      <num>      <num>     <num>
#>  1: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  2: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  3: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  4: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  5: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  6: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  7: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  8: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  9: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 10: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 11: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 12: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 13: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 14: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 15: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 16: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 17: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 18: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 19: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 20: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 21: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 22: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 23: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 24: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 25: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 26: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 27: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 28: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>      alphas7_8   alphas7_9 alphas8_1  alphas8_2  alphas8_3  alphas8_4 alphas8_5
#>     alphas8_6 alphas8_7  alphas8_8 alphas8_9
#>         <num>     <num>      <num>     <num>
#>  1: -0.353004  0.266687 0.08106783 0.4867525
#>  2: -0.353004  0.266687 0.08106783 0.4867525
#>  3: -0.353004  0.266687 0.08106783 0.4867525
#>  4: -0.353004  0.266687 0.08106783 0.4867525
#>  5: -0.353004  0.266687 0.08106783 0.4867525
#>  6: -0.353004  0.266687 0.08106783 0.4867525
#>  7: -0.353004  0.266687 0.08106783 0.4867525
#>  8: -0.353004  0.266687 0.08106783 0.4867525
#>  9: -0.353004  0.266687 0.08106783 0.4867525
#> 10: -0.353004  0.266687 0.08106783 0.4867525
#> 11: -0.353004  0.266687 0.08106783 0.4867525
#> 12: -0.353004  0.266687 0.08106783 0.4867525
#> 13: -0.353004  0.266687 0.08106783 0.4867525
#> 14: -0.353004  0.266687 0.08106783 0.4867525
#> 15: -0.353004  0.266687 0.08106783 0.4867525
#> 16: -0.353004  0.266687 0.08106783 0.4867525
#> 17: -0.353004  0.266687 0.08106783 0.4867525
#> 18: -0.353004  0.266687 0.08106783 0.4867525
#> 19: -0.353004  0.266687 0.08106783 0.4867525
#> 20: -0.353004  0.266687 0.08106783 0.4867525
#> 21: -0.353004  0.266687 0.08106783 0.4867525
#> 22: -0.353004  0.266687 0.08106783 0.4867525
#> 23: -0.353004  0.266687 0.08106783 0.4867525
#> 24: -0.353004  0.266687 0.08106783 0.4867525
#> 25: -0.353004  0.266687 0.08106783 0.4867525
#> 26: -0.353004  0.266687 0.08106783 0.4867525
#> 27: -0.353004  0.266687 0.08106783 0.4867525
#> 28: -0.353004  0.266687 0.08106783 0.4867525
#>     alphas8_6 alphas8_7  alphas8_8 alphas8_9
#> 
#> [[2]]
#>     .nIter  gammas1_1  gammas1_2  gammas1_3 gammas1_4  gammas1_5    gammas1_6
#>      <int>      <num>      <num>      <num>     <num>      <num>        <num>
#>  1:     61 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  2:     66 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  3:     71 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  4:     76 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  5:     81 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  6:     86 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  7:     91 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  8:     96 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  9:    101 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 10:    106 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 11:    111 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 12:    116 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 13:    121 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 14:    126 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 15:    131 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 16:    136 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 17:    141 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 18:    146 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 19:    151 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 20:    156 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 21:    161 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 22:    166 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 23:    171 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 24:    176 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 25:    181 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 26:    186 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 27:    191 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 28:    196 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>     .nIter  gammas1_1  gammas1_2  gammas1_3 gammas1_4  gammas1_5    gammas1_6
#>       gammas1_7  gammas1_8  gammas1_9 gammas1_10 gammas1_11 gammas1_12
#>           <num>      <num>      <num>      <num>      <num>      <num>
#>  1: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  2: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  3: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  4: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  5: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  6: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  7: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  8: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  9: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 10: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 11: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 12: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 13: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 14: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 15: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 16: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 17: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 18: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 19: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 20: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 21: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 22: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 23: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 24: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 25: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 26: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 27: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 28: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>       gammas1_7  gammas1_8  gammas1_9 gammas1_10 gammas1_11 gammas1_12
#>     gammas1_13   gammas1_14 gammas1_15 gammas1_16  gammas1_17 gammas1_18
#>          <num>        <num>      <num>      <num>       <num>      <num>
#>  1:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  2:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  3:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  4:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  5:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  6:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  7:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  8:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  9:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 10:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 11:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 12:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 13:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 14:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 15:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 16:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 17:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 18:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 19:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 20:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 21:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 22:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 23:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 24:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 25:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 26:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 27:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 28:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>     gammas1_13   gammas1_14 gammas1_15 gammas1_16  gammas1_17 gammas1_18
#>      gammas1_19  gammas1_20  gammas2_1 gammas2_2  gammas2_3   gammas2_4
#>           <num>       <num>      <num>     <num>      <num>       <num>
#>  1: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  2: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  3: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  4: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  5: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  6: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  7: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  8: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  9: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 10: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 11: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 12: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 13: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 14: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 15: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 16: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 17: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 18: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 19: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 20: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 21: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 22: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 23: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 24: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 25: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 26: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 27: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 28: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>      gammas1_19  gammas1_20  gammas2_1 gammas2_2  gammas2_3   gammas2_4
#>       gammas2_5 gammas2_6  gammas2_7 gammas2_8  gammas2_9  gammas2_10
#>           <num>     <num>      <num>     <num>      <num>       <num>
#>  1: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  2: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  3: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  4: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  5: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  6: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  7: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  8: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  9: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 10: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 11: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 12: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 13: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 14: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 15: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 16: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 17: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 18: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 19: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 20: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 21: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 22: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 23: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 24: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 25: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 26: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 27: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 28: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>       gammas2_5 gammas2_6  gammas2_7 gammas2_8  gammas2_9  gammas2_10
#>     gammas2_11 gammas2_12 gammas2_13 gammas2_14 gammas2_15  gammas2_16
#>          <num>      <num>      <num>      <num>      <num>       <num>
#>  1: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  2: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  3: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  4: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  5: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  6: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  7: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  8: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  9: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 10: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 11: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 12: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 13: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 14: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 15: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 16: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 17: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 18: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 19: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 20: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 21: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 22: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 23: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 24: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 25: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 26: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 27: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 28: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>     gammas2_11 gammas2_12 gammas2_13 gammas2_14 gammas2_15  gammas2_16
#>     gammas2_17 gammas2_18  gammas2_19 gammas2_20  gammas3_1  gammas3_2
#>          <num>      <num>       <num>      <num>      <num>      <num>
#>  1: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  2: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  3: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  4: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  5: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  6: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  7: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  8: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  9: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 10: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 11: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 12: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 13: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 14: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 15: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 16: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 17: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 18: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 19: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 20: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 21: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 22: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 23: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 24: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 25: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 26: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 27: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 28: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>     gammas2_17 gammas2_18  gammas2_19 gammas2_20  gammas3_1  gammas3_2
#>     gammas3_3  gammas3_4   gammas3_5 gammas3_6  gammas3_7 gammas3_8 gammas3_9
#>         <num>      <num>       <num>     <num>      <num>     <num>     <num>
#>  1: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  2: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  3: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  4: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  5: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  6: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  7: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  8: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  9: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 10: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 11: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 12: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 13: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 14: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 15: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 16: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 17: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 18: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 19: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 20: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 21: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 22: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 23: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 24: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 25: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 26: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 27: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 28: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>     gammas3_3  gammas3_4   gammas3_5 gammas3_6  gammas3_7 gammas3_8 gammas3_9
#>     gammas3_10  gammas3_11 gammas3_12 gammas3_13   gammas3_14 gammas3_15
#>          <num>       <num>      <num>      <num>        <num>      <num>
#>  1: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  2: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  3: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  4: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  5: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  6: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  7: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  8: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  9: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 10: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 11: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 12: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 13: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 14: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 15: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 16: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 17: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 18: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 19: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 20: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 21: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 22: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 23: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 24: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 25: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 26: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 27: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 28: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>     gammas3_10  gammas3_11 gammas3_12 gammas3_13   gammas3_14 gammas3_15
#>     gammas3_16 gammas3_17 gammas3_18 gammas3_19 gammas3_20 gammas4_1
#>          <num>      <num>      <num>      <num>      <num>     <num>
#>  1:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  2:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  3:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  4:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  5:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  6:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  7:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  8:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  9:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 10:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 11:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 12:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 13:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 14:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 15:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 16:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 17:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 18:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 19:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 20:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 21:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 22:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 23:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 24:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 25:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 26:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 27:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 28:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>     gammas3_16 gammas3_17 gammas3_18 gammas3_19 gammas3_20 gammas4_1
#>       gammas4_2  gammas4_3 gammas4_4 gammas4_5  gammas4_6  gammas4_7 gammas4_8
#>           <num>      <num>     <num>     <num>      <num>      <num>     <num>
#>  1: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  2: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  3: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  4: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  5: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  6: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  7: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  8: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  9: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 10: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 11: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 12: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 13: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 14: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 15: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 16: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 17: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 18: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 19: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 20: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 21: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 22: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 23: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 24: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 25: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 26: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 27: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 28: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>       gammas4_2  gammas4_3 gammas4_4 gammas4_5  gammas4_6  gammas4_7 gammas4_8
#>     gammas4_9 gammas4_10 gammas4_11   gammas4_12   gammas4_13 gammas4_14
#>         <num>      <num>      <num>        <num>        <num>      <num>
#>  1: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  2: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  3: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  4: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  5: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  6: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  7: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  8: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  9: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 10: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 11: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 12: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 13: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 14: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 15: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 16: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 17: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 18: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 19: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 20: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 21: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 22: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 23: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 24: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 25: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 26: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 27: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 28: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>     gammas4_9 gammas4_10 gammas4_11   gammas4_12   gammas4_13 gammas4_14
#>     gammas4_15  gammas4_16 gammas4_17  gammas4_18 gammas4_19   gammas4_20
#>          <num>       <num>      <num>       <num>      <num>        <num>
#>  1: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  2: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  3: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  4: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  5: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  6: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  7: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  8: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  9: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 10: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 11: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 12: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 13: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 14: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 15: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 16: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 17: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 18: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 19: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 20: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 21: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 22: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 23: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 24: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 25: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 26: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 27: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 28: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>     gammas4_15  gammas4_16 gammas4_17  gammas4_18 gammas4_19   gammas4_20
#>      gammas5_1   gammas5_2  gammas5_3 gammas5_4  gammas5_5  gammas5_6 gammas5_7
#>          <num>       <num>      <num>     <num>      <num>      <num>     <num>
#>  1: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  2: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  3: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  4: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  5: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  6: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  7: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  8: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  9: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 10: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 11: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 12: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 13: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 14: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 15: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 16: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 17: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 18: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 19: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 20: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 21: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 22: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 23: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 24: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 25: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 26: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 27: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 28: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>      gammas5_1   gammas5_2  gammas5_3 gammas5_4  gammas5_5  gammas5_6 gammas5_7
#>       gammas5_8 gammas5_9 gammas5_10 gammas5_11 gammas5_12 gammas5_13
#>           <num>     <num>      <num>      <num>      <num>      <num>
#>  1: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  2: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  3: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  4: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  5: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  6: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  7: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  8: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  9: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 10: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 11: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 12: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 13: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 14: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 15: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 16: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 17: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 18: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 19: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 20: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 21: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 22: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 23: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 24: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 25: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 26: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 27: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 28: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>       gammas5_8 gammas5_9 gammas5_10 gammas5_11 gammas5_12 gammas5_13
#>      gammas5_14 gammas5_15  gammas5_16 gammas5_17 gammas5_18 gammas5_19
#>           <num>      <num>       <num>      <num>      <num>      <num>
#>  1: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  2: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  3: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  4: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  5: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  6: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  7: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  8: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  9: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 10: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 11: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 12: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 13: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 14: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 15: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 16: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 17: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 18: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 19: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 20: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 21: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 22: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 23: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 24: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 25: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 26: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 27: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 28: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>      gammas5_14 gammas5_15  gammas5_16 gammas5_17 gammas5_18 gammas5_19
#>     gammas5_20 gammas6_1 gammas6_2  gammas6_3   gammas6_4  gammas6_5  gammas6_6
#>          <num>     <num>     <num>      <num>       <num>      <num>      <num>
#>  1:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  2:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  3:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  4:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  5:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  6:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  7:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  8:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  9:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 10:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 11:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 12:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 13:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 14:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 15:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 16:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 17:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 18:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 19:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 20:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 21:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 22:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 23:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 24:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 25:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 26:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 27:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 28:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>     gammas5_20 gammas6_1 gammas6_2  gammas6_3   gammas6_4  gammas6_5  gammas6_6
#>     gammas6_7  gammas6_8 gammas6_9 gammas6_10 gammas6_11 gammas6_12 gammas6_13
#>         <num>      <num>     <num>      <num>      <num>      <num>      <num>
#>  1: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  2: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  3: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  4: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  5: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  6: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  7: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  8: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  9: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 10: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 11: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 12: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 13: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 14: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 15: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 16: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 17: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 18: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 19: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 20: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 21: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 22: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 23: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 24: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 25: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 26: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 27: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 28: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>     gammas6_7  gammas6_8 gammas6_9 gammas6_10 gammas6_11 gammas6_12 gammas6_13
#>      gammas6_14  gammas6_15 gammas6_16 gammas6_17  gammas6_18  gammas6_19
#>           <num>       <num>      <num>      <num>       <num>       <num>
#>  1: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  2: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  3: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  4: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  5: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  6: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  7: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  8: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  9: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 10: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 11: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 12: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 13: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 14: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 15: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 16: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 17: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 18: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 19: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 20: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 21: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 22: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 23: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 24: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 25: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 26: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 27: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 28: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>      gammas6_14  gammas6_15 gammas6_16 gammas6_17  gammas6_18  gammas6_19
#>     gammas6_20  gammas7_1 gammas7_2 gammas7_3  gammas7_4 gammas7_5 gammas7_6
#>          <num>      <num>     <num>     <num>      <num>     <num>     <num>
#>  1:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  2:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  3:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  4:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  5:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  6:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  7:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  8:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  9:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 10:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 11:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 12:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 13:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 14:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 15:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 16:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 17:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 18:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 19:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 20:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 21:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 22:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 23:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 24:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 25:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 26:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 27:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 28:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>     gammas6_20  gammas7_1 gammas7_2 gammas7_3  gammas7_4 gammas7_5 gammas7_6
#>       gammas7_7  gammas7_8 gammas7_9  gammas7_10 gammas7_11 gammas7_12
#>           <num>      <num>     <num>       <num>      <num>      <num>
#>  1: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  2: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  3: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  4: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  5: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  6: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  7: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  8: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  9: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 10: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 11: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 12: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 13: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 14: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 15: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 16: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 17: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 18: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 19: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 20: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 21: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 22: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 23: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 24: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 25: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 26: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 27: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 28: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>       gammas7_7  gammas7_8 gammas7_9  gammas7_10 gammas7_11 gammas7_12
#>     gammas7_13  gammas7_14 gammas7_15 gammas7_16 gammas7_17 gammas7_18
#>          <num>       <num>      <num>      <num>      <num>      <num>
#>  1: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  2: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  3: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  4: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  5: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  6: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  7: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  8: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  9: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 10: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 11: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 12: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 13: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 14: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 15: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 16: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 17: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 18: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 19: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 20: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 21: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 22: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 23: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 24: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 25: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 26: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 27: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 28: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>     gammas7_13  gammas7_14 gammas7_15 gammas7_16 gammas7_17 gammas7_18
#>      gammas7_19 gammas7_20  gammas8_1  gammas8_2 gammas8_3  gammas8_4 gammas8_5
#>           <num>      <num>      <num>      <num>     <num>      <num>     <num>
#>  1: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  2: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  3: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  4: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  5: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  6: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  7: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  8: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  9: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 10: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 11: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 12: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 13: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 14: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 15: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 16: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 17: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 18: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 19: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 20: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 21: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 22: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 23: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 24: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 25: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 26: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 27: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 28: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>      gammas7_19 gammas7_20  gammas8_1  gammas8_2 gammas8_3  gammas8_4 gammas8_5
#>      gammas8_6  gammas8_7  gammas8_8   gammas8_9 gammas8_10 gammas8_11
#>          <num>      <num>      <num>       <num>      <num>      <num>
#>  1: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  2: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  3: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  4: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  5: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  6: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  7: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  8: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  9: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 10: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 11: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 12: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 13: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 14: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 15: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 16: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 17: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 18: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 19: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 20: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 21: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 22: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 23: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 24: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 25: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 26: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 27: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 28: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>      gammas8_6  gammas8_7  gammas8_8   gammas8_9 gammas8_10 gammas8_11
#>     gammas8_12 gammas8_13 gammas8_14   gammas8_15 gammas8_16 gammas8_17
#>          <num>      <num>      <num>        <num>      <num>      <num>
#>  1: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  2: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  3: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  4: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  5: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  6: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  7: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  8: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  9: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 10: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 11: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 12: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 13: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 14: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 15: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 16: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 17: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 18: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 19: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 20: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 21: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 22: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 23: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 24: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 25: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 26: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 27: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 28: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>     gammas8_12 gammas8_13 gammas8_14   gammas8_15 gammas8_16 gammas8_17
#>     gammas8_18 gammas8_19 gammas8_20
#>          <num>      <num>      <num>
#>  1: -0.1814515  0.1574179  0.1188881
#>  2: -0.1814515  0.1574179  0.1188881
#>  3: -0.1814515  0.1574179  0.1188881
#>  4: -0.1814515  0.1574179  0.1188881
#>  5: -0.1814515  0.1574179  0.1188881
#>  6: -0.1814515  0.1574179  0.1188881
#>  7: -0.1814515  0.1574179  0.1188881
#>  8: -0.1814515  0.1574179  0.1188881
#>  9: -0.1814515  0.1574179  0.1188881
#> 10: -0.1814515  0.1574179  0.1188881
#> 11: -0.1814515  0.1574179  0.1188881
#> 12: -0.1814515  0.1574179  0.1188881
#> 13: -0.1814515  0.1574179  0.1188881
#> 14: -0.1814515  0.1574179  0.1188881
#> 15: -0.1814515  0.1574179  0.1188881
#> 16: -0.1814515  0.1574179  0.1188881
#> 17: -0.1814515  0.1574179  0.1188881
#> 18: -0.1814515  0.1574179  0.1188881
#> 19: -0.1814515  0.1574179  0.1188881
#> 20: -0.1814515  0.1574179  0.1188881
#> 21: -0.1814515  0.1574179  0.1188881
#> 22: -0.1814515  0.1574179  0.1188881
#> 23: -0.1814515  0.1574179  0.1188881
#> 24: -0.1814515  0.1574179  0.1188881
#> 25: -0.1814515  0.1574179  0.1188881
#> 26: -0.1814515  0.1574179  0.1188881
#> 27: -0.1814515  0.1574179  0.1188881
#> 28: -0.1814515  0.1574179  0.1188881
#>     gammas8_18 gammas8_19 gammas8_20
#> 

output_95 <- biplots(model = fm1, plot_stable = TRUE, plot_unstable = TRUE, pb = 0.95)
output_95
#> [[1]]
#>     .nIter  alphas1_1  alphas1_2  alphas1_3 alphas1_4 alphas1_5 alphas1_6
#>      <int>      <num>      <num>      <num>     <num>     <num>     <num>
#>  1:     61 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  2:     66 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  3:     71 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  4:     76 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  5:     81 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  6:     86 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  7:     91 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  8:     96 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>  9:    101 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 10:    106 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 11:    111 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 12:    116 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 13:    121 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 14:    126 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 15:    131 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 16:    136 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 17:    141 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 18:    146 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 19:    151 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 20:    156 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 21:    161 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 22:    166 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 23:    171 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 24:    176 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 25:    181 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 26:    186 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 27:    191 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#> 28:    196 -0.3812275 -0.2475437 -0.1646604   0.51505 0.2830484  0.271115
#>     .nIter  alphas1_1  alphas1_2  alphas1_3 alphas1_4 alphas1_5 alphas1_6
#>     alphas1_7  alphas1_8 alphas1_9 alphas2_1 alphas2_2 alphas2_3    alphas2_4
#>         <num>      <num>     <num>     <num>     <num>     <num>        <num>
#>  1: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  2: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  3: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  4: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  5: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  6: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  7: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  8: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>  9: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 10: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 11: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 12: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 13: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 14: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 15: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 16: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 17: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 18: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 19: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 20: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 21: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 22: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 23: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 24: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 25: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 26: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 27: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#> 28: -0.118755 -0.4791048  0.322078 0.2263769 0.3181816 0.1484747 -0.003274222
#>     alphas1_7  alphas1_8 alphas1_9 alphas2_1 alphas2_2 alphas2_3    alphas2_4
#>      alphas2_5  alphas2_6 alphas2_7  alphas2_8 alphas2_9 alphas3_1   alphas3_2
#>          <num>      <num>     <num>      <num>     <num>     <num>       <num>
#>  1: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  2: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  3: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  4: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  5: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  6: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  7: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  8: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>  9: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 10: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 11: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 12: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 13: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 14: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 15: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 16: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 17: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 18: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 19: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 20: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 21: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 22: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 23: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 24: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 25: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 26: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 27: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#> 28: -0.3425842 -0.2195554 0.3788754 -0.6937443 0.1872496 0.6409174 0.006538921
#>      alphas2_5  alphas2_6 alphas2_7  alphas2_8 alphas2_9 alphas3_1   alphas3_2
#>      alphas3_3  alphas3_4 alphas3_5   alphas3_6  alphas3_7  alphas3_8
#>          <num>      <num>     <num>       <num>      <num>      <num>
#>  1: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  2: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  3: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  4: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  5: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  6: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  7: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  8: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>  9: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 10: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 11: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 12: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 13: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 14: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 15: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 16: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 17: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 18: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 19: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 20: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 21: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 22: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 23: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 24: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 25: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 26: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 27: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#> 28: 0.05762135 0.05589729 0.3678129 -0.09131233 -0.5688039 -0.2879491
#>      alphas3_3  alphas3_4 alphas3_5   alphas3_6  alphas3_7  alphas3_8
#>      alphas3_9  alphas4_1 alphas4_2 alphas4_3 alphas4_4  alphas4_5   alphas4_6
#>          <num>      <num>     <num>     <num>     <num>      <num>       <num>
#>  1: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  2: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  3: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  4: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  5: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  6: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  7: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  8: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>  9: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 10: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 11: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 12: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 13: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 14: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 15: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 16: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 17: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 18: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 19: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 20: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 21: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 22: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 23: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 24: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 25: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 26: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 27: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#> 28: -0.1807226 0.06276348 0.2818849 -0.209717 0.1967813 -0.4892306 -0.08018815
#>      alphas3_9  alphas4_1 alphas4_2 alphas4_3 alphas4_4  alphas4_5   alphas4_6
#>     alphas4_7 alphas4_8 alphas4_9  alphas5_1   alphas5_2 alphas5_3  alphas5_4
#>         <num>     <num>     <num>      <num>       <num>     <num>      <num>
#>  1: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  2: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  3: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  4: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  5: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  6: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  7: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  8: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>  9: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 10: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 11: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 12: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 13: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 14: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 15: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 16: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 17: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 18: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 19: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 20: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 21: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 22: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 23: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 24: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 25: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 26: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 27: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#> 28: -0.513689 0.2308751   0.52052 -0.2744343 -0.01561052 0.5715073 -0.5366937
#>     alphas4_7 alphas4_8 alphas4_9  alphas5_1   alphas5_2 alphas5_3  alphas5_4
#>     alphas5_5  alphas5_6  alphas5_7   alphas5_8 alphas5_9 alphas6_1  alphas6_2
#>         <num>      <num>      <num>       <num>     <num>     <num>      <num>
#>  1: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  2: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  3: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  4: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  5: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  6: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  7: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  8: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>  9: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 10: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 11: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 12: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 13: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 14: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 15: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 16: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 17: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 18: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 19: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 20: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 21: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 22: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 23: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 24: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 25: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 26: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 27: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#> 28: 0.2012036 -0.0322638 -0.2637771 -0.08707764 0.4371462 0.3718965 -0.5905151
#>     alphas5_5  alphas5_6  alphas5_7   alphas5_8 alphas5_9 alphas6_1  alphas6_2
#>     alphas6_3 alphas6_4  alphas6_5 alphas6_6  alphas6_7   alphas6_8 alphas6_9
#>         <num>     <num>      <num>     <num>      <num>       <num>     <num>
#>  1:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  2:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  3:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  4:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  5:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  6:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  7:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  8:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>  9:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 10:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 11:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 12:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 13:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 14:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 15:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 16:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 17:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 18:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 19:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 20:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 21:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 22:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 23:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 24:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 25:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 26:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 27:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#> 28:  0.103965 -0.150939 -0.4053744 0.5425848 0.03780326 -0.04170396 0.1322828
#>     alphas6_3 alphas6_4  alphas6_5 alphas6_6  alphas6_7   alphas6_8 alphas6_9
#>       alphas7_1 alphas7_2  alphas7_3  alphas7_4 alphas7_5 alphas7_6   alphas7_7
#>           <num>     <num>      <num>      <num>     <num>     <num>       <num>
#>  1: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  2: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  3: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  4: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  5: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  6: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  7: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  8: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>  9: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 10: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 11: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 12: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 13: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 14: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 15: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 16: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 17: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 18: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 19: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 20: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 21: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 22: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 23: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 24: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 25: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 26: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 27: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#> 28: -0.02847968 0.4676203 -0.4515115 -0.4490839  0.118329 0.5765083 -0.04118176
#>       alphas7_1 alphas7_2  alphas7_3  alphas7_4 alphas7_5 alphas7_6   alphas7_7
#>      alphas7_8   alphas7_9 alphas8_1  alphas8_2  alphas8_3  alphas8_4 alphas8_5
#>          <num>       <num>     <num>      <num>      <num>      <num>     <num>
#>  1: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  2: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  3: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  4: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  5: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  6: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  7: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  8: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>  9: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 10: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 11: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 12: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 13: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 14: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 15: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 16: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 17: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 18: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 19: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 20: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 21: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 22: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 23: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 24: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 25: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 26: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 27: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#> 28: -0.1611045 -0.03109641 0.2513193 -0.2815122 -0.5011365 -0.2631639   0.31299
#>      alphas7_8   alphas7_9 alphas8_1  alphas8_2  alphas8_3  alphas8_4 alphas8_5
#>     alphas8_6 alphas8_7  alphas8_8 alphas8_9
#>         <num>     <num>      <num>     <num>
#>  1: -0.353004  0.266687 0.08106783 0.4867525
#>  2: -0.353004  0.266687 0.08106783 0.4867525
#>  3: -0.353004  0.266687 0.08106783 0.4867525
#>  4: -0.353004  0.266687 0.08106783 0.4867525
#>  5: -0.353004  0.266687 0.08106783 0.4867525
#>  6: -0.353004  0.266687 0.08106783 0.4867525
#>  7: -0.353004  0.266687 0.08106783 0.4867525
#>  8: -0.353004  0.266687 0.08106783 0.4867525
#>  9: -0.353004  0.266687 0.08106783 0.4867525
#> 10: -0.353004  0.266687 0.08106783 0.4867525
#> 11: -0.353004  0.266687 0.08106783 0.4867525
#> 12: -0.353004  0.266687 0.08106783 0.4867525
#> 13: -0.353004  0.266687 0.08106783 0.4867525
#> 14: -0.353004  0.266687 0.08106783 0.4867525
#> 15: -0.353004  0.266687 0.08106783 0.4867525
#> 16: -0.353004  0.266687 0.08106783 0.4867525
#> 17: -0.353004  0.266687 0.08106783 0.4867525
#> 18: -0.353004  0.266687 0.08106783 0.4867525
#> 19: -0.353004  0.266687 0.08106783 0.4867525
#> 20: -0.353004  0.266687 0.08106783 0.4867525
#> 21: -0.353004  0.266687 0.08106783 0.4867525
#> 22: -0.353004  0.266687 0.08106783 0.4867525
#> 23: -0.353004  0.266687 0.08106783 0.4867525
#> 24: -0.353004  0.266687 0.08106783 0.4867525
#> 25: -0.353004  0.266687 0.08106783 0.4867525
#> 26: -0.353004  0.266687 0.08106783 0.4867525
#> 27: -0.353004  0.266687 0.08106783 0.4867525
#> 28: -0.353004  0.266687 0.08106783 0.4867525
#>     alphas8_6 alphas8_7  alphas8_8 alphas8_9
#> 
#> [[2]]
#>     .nIter  gammas1_1  gammas1_2  gammas1_3 gammas1_4  gammas1_5    gammas1_6
#>      <int>      <num>      <num>      <num>     <num>      <num>        <num>
#>  1:     61 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  2:     66 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  3:     71 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  4:     76 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  5:     81 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  6:     86 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  7:     91 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  8:     96 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>  9:    101 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 10:    106 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 11:    111 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 12:    116 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 13:    121 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 14:    126 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 15:    131 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 16:    136 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 17:    141 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 18:    146 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 19:    151 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 20:    156 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 21:    161 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 22:    166 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 23:    171 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 24:    176 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 25:    181 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 26:    186 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 27:    191 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#> 28:    196 -0.2247956 0.01758384 -0.2576076 0.1479473 0.08589401 -0.006263427
#>     .nIter  gammas1_1  gammas1_2  gammas1_3 gammas1_4  gammas1_5    gammas1_6
#>       gammas1_7  gammas1_8  gammas1_9 gammas1_10 gammas1_11 gammas1_12
#>           <num>      <num>      <num>      <num>      <num>      <num>
#>  1: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  2: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  3: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  4: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  5: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  6: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  7: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  8: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>  9: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 10: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 11: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 12: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 13: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 14: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 15: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 16: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 17: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 18: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 19: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 20: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 21: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 22: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 23: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 24: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 25: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 26: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 27: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#> 28: -0.08111243 -0.6729482 0.03796495 -0.2181055  0.3893229  0.1599692
#>       gammas1_7  gammas1_8  gammas1_9 gammas1_10 gammas1_11 gammas1_12
#>     gammas1_13   gammas1_14 gammas1_15 gammas1_16  gammas1_17 gammas1_18
#>          <num>        <num>      <num>      <num>       <num>      <num>
#>  1:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  2:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  3:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  4:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  5:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  6:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  7:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  8:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>  9:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 10:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 11:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 12:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 13:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 14:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 15:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 16:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 17:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 18:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 19:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 20:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 21:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 22:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 23:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 24:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 25:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 26:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 27:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#> 28:  0.2494795 -0.006647642  0.2075845 0.07899467 9.71901e-05   0.217186
#>     gammas1_13   gammas1_14 gammas1_15 gammas1_16  gammas1_17 gammas1_18
#>      gammas1_19  gammas1_20  gammas2_1 gammas2_2  gammas2_3   gammas2_4
#>           <num>       <num>      <num>     <num>      <num>       <num>
#>  1: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  2: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  3: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  4: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  5: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  6: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  7: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  8: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>  9: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 10: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 11: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 12: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 13: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 14: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 15: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 16: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 17: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 18: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 19: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 20: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 21: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 22: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 23: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 24: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 25: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 26: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 27: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#> 28: -0.08812986 -0.03641379 -0.2687628 0.1776875 -0.1754439 -0.08845427
#>      gammas1_19  gammas1_20  gammas2_1 gammas2_2  gammas2_3   gammas2_4
#>       gammas2_5 gammas2_6  gammas2_7 gammas2_8  gammas2_9  gammas2_10
#>           <num>     <num>      <num>     <num>      <num>       <num>
#>  1: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  2: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  3: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  4: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  5: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  6: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  7: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  8: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>  9: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 10: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 11: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 12: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 13: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 14: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 15: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 16: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 17: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 18: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 19: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 20: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 21: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 22: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 23: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 24: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 25: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 26: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 27: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#> 28: -0.08773531 0.2027362 -0.1046639  0.417877 0.04473926 -0.06785449
#>       gammas2_5 gammas2_6  gammas2_7 gammas2_8  gammas2_9  gammas2_10
#>     gammas2_11 gammas2_12 gammas2_13 gammas2_14 gammas2_15  gammas2_16
#>          <num>      <num>      <num>      <num>      <num>       <num>
#>  1: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  2: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  3: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  4: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  5: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  6: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  7: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  8: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>  9: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 10: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 11: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 12: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 13: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 14: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 15: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 16: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 17: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 18: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 19: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 20: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 21: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 22: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 23: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 24: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 25: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 26: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 27: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#> 28: 0.06864598  0.3154914  0.2435127 0.02358549 -0.2827226 0.002229003
#>     gammas2_11 gammas2_12 gammas2_13 gammas2_14 gammas2_15  gammas2_16
#>     gammas2_17 gammas2_18  gammas2_19 gammas2_20  gammas3_1  gammas3_2
#>          <num>      <num>       <num>      <num>      <num>      <num>
#>  1: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  2: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  3: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  4: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  5: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  6: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  7: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  8: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>  9: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 10: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 11: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 12: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 13: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 14: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 15: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 16: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 17: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 18: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 19: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 20: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 21: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 22: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 23: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 24: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 25: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 26: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 27: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#> 28: -0.4296517   0.341219 -0.07599021 -0.2564443 -0.1803943 -0.2989117
#>     gammas2_17 gammas2_18  gammas2_19 gammas2_20  gammas3_1  gammas3_2
#>     gammas3_3  gammas3_4   gammas3_5 gammas3_6  gammas3_7 gammas3_8 gammas3_9
#>         <num>      <num>       <num>     <num>      <num>     <num>     <num>
#>  1: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  2: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  3: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  4: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  5: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  6: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  7: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  8: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>  9: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 10: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 11: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 12: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 13: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 14: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 15: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 16: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 17: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 18: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 19: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 20: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 21: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 22: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 23: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 24: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 25: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 26: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 27: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#> 28: 0.1787178 0.06916388 -0.01552031 0.1190961 -0.2054257 0.2082258 0.1201167
#>     gammas3_3  gammas3_4   gammas3_5 gammas3_6  gammas3_7 gammas3_8 gammas3_9
#>     gammas3_10  gammas3_11 gammas3_12 gammas3_13   gammas3_14 gammas3_15
#>          <num>       <num>      <num>      <num>        <num>      <num>
#>  1: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  2: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  3: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  4: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  5: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  6: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  7: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  8: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>  9: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 10: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 11: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 12: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 13: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 14: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 15: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 16: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 17: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 18: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 19: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 20: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 21: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 22: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 23: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 24: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 25: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 26: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 27: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#> 28: -0.1143782 -0.05992497 0.02422384  0.5025221 -0.005191355  0.2171725
#>     gammas3_10  gammas3_11 gammas3_12 gammas3_13   gammas3_14 gammas3_15
#>     gammas3_16 gammas3_17 gammas3_18 gammas3_19 gammas3_20 gammas4_1
#>          <num>      <num>      <num>      <num>      <num>     <num>
#>  1:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  2:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  3:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  4:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  5:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  6:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  7:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  8:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>  9:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 10:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 11:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 12:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 13:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 14:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 15:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 16:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 17:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 18:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 19:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 20:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 21:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 22:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 23:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 24:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 25:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 26:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 27:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#> 28:  0.1125688 0.02636084 -0.4366471 -0.4238939  0.1621192 0.2223484
#>     gammas3_16 gammas3_17 gammas3_18 gammas3_19 gammas3_20 gammas4_1
#>       gammas4_2  gammas4_3 gammas4_4 gammas4_5  gammas4_6  gammas4_7 gammas4_8
#>           <num>      <num>     <num>     <num>      <num>      <num>     <num>
#>  1: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  2: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  3: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  4: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  5: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  6: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  7: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  8: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>  9: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 10: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 11: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 12: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 13: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 14: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 15: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 16: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 17: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 18: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 19: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 20: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 21: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 22: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 23: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 24: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 25: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 26: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 27: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#> 28: -0.04178456 -0.5295192 0.2170567 0.3327604 -0.4364977 -0.2557368 0.2701787
#>       gammas4_2  gammas4_3 gammas4_4 gammas4_5  gammas4_6  gammas4_7 gammas4_8
#>     gammas4_9 gammas4_10 gammas4_11   gammas4_12   gammas4_13 gammas4_14
#>         <num>      <num>      <num>        <num>        <num>      <num>
#>  1: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  2: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  3: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  4: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  5: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  6: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  7: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  8: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>  9: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 10: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 11: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 12: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 13: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 14: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 15: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 16: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 17: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 18: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 19: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 20: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 21: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 22: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 23: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 24: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 25: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 26: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 27: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#> 28: 0.0366243  0.1814801  0.1617211 -0.006684231 -0.008462921  0.1042249
#>     gammas4_9 gammas4_10 gammas4_11   gammas4_12   gammas4_13 gammas4_14
#>     gammas4_15  gammas4_16 gammas4_17  gammas4_18 gammas4_19   gammas4_20
#>          <num>       <num>      <num>       <num>      <num>        <num>
#>  1: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  2: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  3: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  4: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  5: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  6: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  7: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  8: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>  9: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 10: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 11: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 12: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 13: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 14: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 15: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 16: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 17: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 18: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 19: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 20: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 21: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 22: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 23: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 24: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 25: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 26: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 27: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#> 28: -0.1209451 -0.03635191  0.1766866 -0.01449315 -0.2507256 -0.001880067
#>     gammas4_15  gammas4_16 gammas4_17  gammas4_18 gammas4_19   gammas4_20
#>      gammas5_1   gammas5_2  gammas5_3 gammas5_4  gammas5_5  gammas5_6 gammas5_7
#>          <num>       <num>      <num>     <num>      <num>      <num>     <num>
#>  1: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  2: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  3: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  4: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  5: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  6: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  7: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  8: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>  9: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 10: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 11: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 12: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 13: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 14: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 15: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 16: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 17: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 18: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 19: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 20: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 21: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 22: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 23: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 24: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 25: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 26: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 27: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#> 28: -0.3009205 -0.09111097 -0.1804327 0.1672656 -0.1338885 -0.2292374  0.151082
#>      gammas5_1   gammas5_2  gammas5_3 gammas5_4  gammas5_5  gammas5_6 gammas5_7
#>       gammas5_8 gammas5_9 gammas5_10 gammas5_11 gammas5_12 gammas5_13
#>           <num>     <num>      <num>      <num>      <num>      <num>
#>  1: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  2: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  3: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  4: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  5: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  6: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  7: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  8: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>  9: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 10: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 11: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 12: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 13: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 14: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 15: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 16: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 17: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 18: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 19: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 20: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 21: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 22: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 23: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 24: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 25: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 26: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 27: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#> 28: -0.01642642  0.561573 -0.1589974 -0.2302161  0.1777157 0.05281381
#>       gammas5_8 gammas5_9 gammas5_10 gammas5_11 gammas5_12 gammas5_13
#>      gammas5_14 gammas5_15  gammas5_16 gammas5_17 gammas5_18 gammas5_19
#>           <num>      <num>       <num>      <num>      <num>      <num>
#>  1: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  2: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  3: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  4: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  5: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  6: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  7: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  8: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>  9: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 10: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 11: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 12: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 13: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 14: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 15: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 16: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 17: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 18: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 19: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 20: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 21: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 22: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 23: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 24: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 25: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 26: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 27: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#> 28: -0.02038511 -0.2765889 -0.09773665  0.1322355 -0.1250802   0.373411
#>      gammas5_14 gammas5_15  gammas5_16 gammas5_17 gammas5_18 gammas5_19
#>     gammas5_20 gammas6_1 gammas6_2  gammas6_3   gammas6_4  gammas6_5  gammas6_6
#>          <num>     <num>     <num>      <num>       <num>      <num>      <num>
#>  1:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  2:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  3:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  4:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  5:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  6:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  7:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  8:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>  9:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 10:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 11:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 12:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 13:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 14:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 15:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 16:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 17:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 18:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 19:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 20:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 21:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 22:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 23:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 24:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 25:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 26:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 27:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#> 28:  0.2449242 0.2250421 0.2367551 -0.2470121 -0.08520769 -0.3523684 0.08901469
#>     gammas5_20 gammas6_1 gammas6_2  gammas6_3   gammas6_4  gammas6_5  gammas6_6
#>     gammas6_7  gammas6_8 gammas6_9 gammas6_10 gammas6_11 gammas6_12 gammas6_13
#>         <num>      <num>     <num>      <num>      <num>      <num>      <num>
#>  1: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  2: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  3: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  4: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  5: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  6: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  7: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  8: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>  9: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 10: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 11: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 12: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 13: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 14: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 15: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 16: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 17: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 18: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 19: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 20: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 21: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 22: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 23: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 24: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 25: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 26: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 27: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#> 28: 0.3549679 0.01828035 0.1175661 0.01349805  0.1085757 -0.4095525  0.4430517
#>     gammas6_7  gammas6_8 gammas6_9 gammas6_10 gammas6_11 gammas6_12 gammas6_13
#>      gammas6_14  gammas6_15 gammas6_16 gammas6_17  gammas6_18  gammas6_19
#>           <num>       <num>      <num>      <num>       <num>       <num>
#>  1: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  2: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  3: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  4: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  5: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  6: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  7: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  8: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>  9: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 10: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 11: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 12: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 13: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 14: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 15: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 16: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 17: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 18: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 19: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 20: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 21: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 22: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 23: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 24: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 25: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 26: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 27: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#> 28: -0.08463012 -0.02802126 -0.2879901  0.2051343 -0.03944587 -0.09573202
#>      gammas6_14  gammas6_15 gammas6_16 gammas6_17  gammas6_18  gammas6_19
#>     gammas6_20  gammas7_1 gammas7_2 gammas7_3  gammas7_4 gammas7_5 gammas7_6
#>          <num>      <num>     <num>     <num>      <num>     <num>     <num>
#>  1:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  2:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  3:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  4:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  5:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  6:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  7:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  8:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>  9:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 10:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 11:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 12:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 13:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 14:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 15:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 16:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 17:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 18:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 19:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 20:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 21:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 22:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 23:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 24:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 25:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 26:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 27:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#> 28:  -0.181926 -0.1303192  0.123778  0.236918 0.08679727 0.6487768 0.1412156
#>     gammas6_20  gammas7_1 gammas7_2 gammas7_3  gammas7_4 gammas7_5 gammas7_6
#>       gammas7_7  gammas7_8 gammas7_9  gammas7_10 gammas7_11 gammas7_12
#>           <num>      <num>     <num>       <num>      <num>      <num>
#>  1: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  2: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  3: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  4: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  5: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  6: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  7: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  8: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>  9: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 10: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 11: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 12: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 13: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 14: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 15: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 16: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 17: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 18: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 19: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 20: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 21: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 22: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 23: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 24: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 25: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 26: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 27: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#> 28: -0.05501792 -0.1050037 0.2094315 -0.09547259 -0.3052459 -0.2542301
#>       gammas7_7  gammas7_8 gammas7_9  gammas7_10 gammas7_11 gammas7_12
#>     gammas7_13  gammas7_14 gammas7_15 gammas7_16 gammas7_17 gammas7_18
#>          <num>       <num>      <num>      <num>      <num>      <num>
#>  1: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  2: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  3: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  4: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  5: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  6: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  7: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  8: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>  9: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 10: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 11: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 12: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 13: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 14: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 15: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 16: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 17: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 18: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 19: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 20: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 21: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 22: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 23: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 24: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 25: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 26: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 27: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#> 28: 0.09596207 0.007199696 -0.1179493 -0.3385968 0.07242739  0.1286269
#>     gammas7_13  gammas7_14 gammas7_15 gammas7_16 gammas7_17 gammas7_18
#>      gammas7_19 gammas7_20  gammas8_1  gammas8_2 gammas8_3  gammas8_4 gammas8_5
#>           <num>      <num>      <num>      <num>     <num>      <num>     <num>
#>  1: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  2: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  3: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  4: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  5: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  6: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  7: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  8: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>  9: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 10: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 11: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 12: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 13: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 14: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 15: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 16: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 17: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 18: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 19: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 20: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 21: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 22: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 23: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 24: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 25: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 26: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 27: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#> 28: -0.08050531 -0.2687925 -0.3469961 0.07585473 0.2846728 -0.2534195 0.1034398
#>      gammas7_19 gammas7_20  gammas8_1  gammas8_2 gammas8_3  gammas8_4 gammas8_5
#>      gammas8_6  gammas8_7  gammas8_8   gammas8_9 gammas8_10 gammas8_11
#>          <num>      <num>      <num>       <num>      <num>      <num>
#>  1: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  2: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  3: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  4: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  5: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  6: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  7: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  8: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>  9: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 10: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 11: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 12: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 13: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 14: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 15: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 16: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 17: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 18: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 19: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 20: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 21: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 22: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 23: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 24: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 25: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 26: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 27: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#> 28: -0.3401998 0.02813179 0.08234445 -0.06149552  0.1810309  0.5338881
#>      gammas8_6  gammas8_7  gammas8_8   gammas8_9 gammas8_10 gammas8_11
#>     gammas8_12 gammas8_13 gammas8_14   gammas8_15 gammas8_16 gammas8_17
#>          <num>      <num>      <num>        <num>      <num>      <num>
#>  1: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  2: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  3: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  4: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  5: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  6: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  7: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  8: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>  9: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 10: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 11: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 12: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 13: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 14: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 15: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 16: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 17: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 18: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 19: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 20: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 21: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 22: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 23: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 24: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 25: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 26: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 27: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#> 28: -0.0986818 0.07372517  0.1627248 -0.009900736 -0.3761372 -0.1338365
#>     gammas8_12 gammas8_13 gammas8_14   gammas8_15 gammas8_16 gammas8_17
#>     gammas8_18 gammas8_19 gammas8_20
#>          <num>      <num>      <num>
#>  1: -0.1814515  0.1574179  0.1188881
#>  2: -0.1814515  0.1574179  0.1188881
#>  3: -0.1814515  0.1574179  0.1188881
#>  4: -0.1814515  0.1574179  0.1188881
#>  5: -0.1814515  0.1574179  0.1188881
#>  6: -0.1814515  0.1574179  0.1188881
#>  7: -0.1814515  0.1574179  0.1188881
#>  8: -0.1814515  0.1574179  0.1188881
#>  9: -0.1814515  0.1574179  0.1188881
#> 10: -0.1814515  0.1574179  0.1188881
#> 11: -0.1814515  0.1574179  0.1188881
#> 12: -0.1814515  0.1574179  0.1188881
#> 13: -0.1814515  0.1574179  0.1188881
#> 14: -0.1814515  0.1574179  0.1188881
#> 15: -0.1814515  0.1574179  0.1188881
#> 16: -0.1814515  0.1574179  0.1188881
#> 17: -0.1814515  0.1574179  0.1188881
#> 18: -0.1814515  0.1574179  0.1188881
#> 19: -0.1814515  0.1574179  0.1188881
#> 20: -0.1814515  0.1574179  0.1188881
#> 21: -0.1814515  0.1574179  0.1188881
#> 22: -0.1814515  0.1574179  0.1188881
#> 23: -0.1814515  0.1574179  0.1188881
#> 24: -0.1814515  0.1574179  0.1188881
#> 25: -0.1814515  0.1574179  0.1188881
#> 26: -0.1814515  0.1574179  0.1188881
#> 27: -0.1814515  0.1574179  0.1188881
#> 28: -0.1814515  0.1574179  0.1188881
#>     gammas8_18 gammas8_19 gammas8_20
#> 
# }