Fit fSuSiE on individual-level (X, Y, pos) data

Thin wrapper around fsusieR::susiF.

Usage

fitFsusie(X, Y, pos, ...)

Arguments

X

Numeric matrix of genotypes (samples x variants).

Y

Numeric matrix of multi-trait outcomes (samples x traits).

pos

Numeric vector of trait positions (length ncol(Y)).

...

Additional arguments forwarded to fsusieR::susiF.

Value

The fit object returned by fsusieR::susiF.

Examples

data(eqtlRegionExample)
X <- eqtlRegionExample$X[, 1:50]
n <- nrow(X)
nPos <- 16
base <- sin(seq(0, 2 * pi, length.out = nPos))
Y <- matrix(rep(base, each = n), n, nPos) +
  X[, 1] %o% (0.5 * cos(seq(0, pi, length.out = nPos)))
pos <- seq_len(nPos)
fitFsusie(X, Y, pos = pos, L = 2)
#> [1] "Scaling columns of X and Y to have unit variance"
#> [1] "Starting initialization"
#> [1] "Data transform"
#> [1] "Discarding  0 wavelet coefficients out of  16"
#> [1] "Data transform done"
#> [1] "Initializing prior"
#> [1] "Initialization done"
#> [1] "Fitting effect  1 , iter 1"
#> [1] "Fitting effect  2 , iter 1"
#> [1] "Discarding  1  effects"
#> [1] "Greedy search and backfitting done"
#> [1] "Fine mapping done, refining effect estimates using cylce spinning wavelet transform"
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> Warning: essentially perfect fit: summary may be unreliable
#> $fitted_wc
#> $fitted_wc[[1]]
#>                          [,1]      [,2]        [,3]      [,4]      [,5]
#> chr22:32119788:T:C -0.7175506 0.1344955 -0.09810928 0.1313579 0.7175506
#> chr22:32119867:T:G -0.7175506 0.1344955 -0.09810928 0.1313579 0.7175506
#> chr22:32119961:T:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32120053:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32120593:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32120636:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32120932:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32120975:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32121290:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32121498:A:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32121635:T:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32121702:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32121936:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32122351:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32122676:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32123055:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32123164:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32123383:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32123461:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32123806:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124049:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124126:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124147:A:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124381:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124644:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124683:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32124952:C:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32125308:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32125638:A:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32125730:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32126169:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32126200:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32126215:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32126386:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32126486:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32127195:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32127370:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32127374:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32127405:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32127470:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32128069:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32128246:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32128368:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32128733:T:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32129602:C:T  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32129674:G:A  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32129864:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32129921:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32130038:A:G  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#> chr22:32130229:T:C  0.0000000 0.0000000  0.00000000 0.0000000 0.0000000
#>                          [,6]       [,7]       [,8]       [,9]       [,10]
#> chr22:32119788:T:C -0.1344955 0.09810928 -0.1313579 -0.9438337 -0.07657799
#> chr22:32119867:T:G -0.1344955 0.09810928 -0.1313579 -0.9438337 -0.07657799
#> chr22:32119961:T:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32120053:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32120593:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32120636:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32120932:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32120975:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32121290:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32121498:A:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32121635:T:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32121702:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32121936:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32122351:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32122676:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32123055:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32123164:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32123383:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32123461:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32123806:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124049:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124126:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124147:A:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124381:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124644:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124683:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32124952:C:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32125308:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32125638:A:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32125730:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32126169:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32126200:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32126215:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32126386:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32126486:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32127195:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32127370:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32127374:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32127405:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32127470:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32128069:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32128246:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32128368:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32128733:T:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32129602:C:T  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32129674:G:A  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32129864:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32129921:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32130038:A:G  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#> chr22:32130229:T:C  0.0000000 0.00000000  0.0000000  0.0000000  0.00000000
#>                        [,11]      [,12]     [,13]    [,14]    [,15]
#> chr22:32119788:T:C 0.9438337 0.07657799 -2.426466 2.426466 -1.14519
#> chr22:32119867:T:G 0.9438337 0.07657799 -2.426466 2.426466 -1.14519
#> chr22:32119961:T:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32120053:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32120593:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32120636:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32120932:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32120975:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32121290:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32121498:A:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32121635:T:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32121702:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32121936:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32122351:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32122676:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32123055:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32123164:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32123383:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32123461:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32123806:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124049:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124126:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124147:A:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124381:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124644:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124683:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32124952:C:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32125308:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32125638:A:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32125730:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32126169:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32126200:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32126215:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32126386:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32126486:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32127195:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32127370:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32127374:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32127405:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32127470:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32128069:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32128246:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32128368:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32128733:T:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32129602:C:T 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32129674:G:A 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32129864:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32129921:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32130038:A:G 0.0000000 0.00000000  0.000000 0.000000  0.00000
#> chr22:32130229:T:C 0.0000000 0.00000000  0.000000 0.000000  0.00000
#>                           [,16]
#> chr22:32119788:T:C 1.717812e-12
#> chr22:32119867:T:G 1.717812e-12
#> chr22:32119961:T:G 0.000000e+00
#> chr22:32120053:T:C 0.000000e+00
#> chr22:32120593:A:G 0.000000e+00
#> chr22:32120636:T:C 0.000000e+00
#> chr22:32120932:G:A 0.000000e+00
#> chr22:32120975:A:G 0.000000e+00
#> chr22:32121290:C:T 0.000000e+00
#> chr22:32121498:A:C 0.000000e+00
#> chr22:32121635:T:G 0.000000e+00
#> chr22:32121702:A:G 0.000000e+00
#> chr22:32121936:G:A 0.000000e+00
#> chr22:32122351:A:G 0.000000e+00
#> chr22:32122676:A:G 0.000000e+00
#> chr22:32123055:A:G 0.000000e+00
#> chr22:32123164:T:C 0.000000e+00
#> chr22:32123383:T:C 0.000000e+00
#> chr22:32123461:T:C 0.000000e+00
#> chr22:32123806:C:T 0.000000e+00
#> chr22:32124049:G:A 0.000000e+00
#> chr22:32124126:C:T 0.000000e+00
#> chr22:32124147:A:C 0.000000e+00
#> chr22:32124381:G:A 0.000000e+00
#> chr22:32124644:A:G 0.000000e+00
#> chr22:32124683:T:C 0.000000e+00
#> chr22:32124952:C:A 0.000000e+00
#> chr22:32125308:A:G 0.000000e+00
#> chr22:32125638:A:C 0.000000e+00
#> chr22:32125730:G:A 0.000000e+00
#> chr22:32126169:C:T 0.000000e+00
#> chr22:32126200:A:G 0.000000e+00
#> chr22:32126215:C:T 0.000000e+00
#> chr22:32126386:G:A 0.000000e+00
#> chr22:32126486:T:C 0.000000e+00
#> chr22:32127195:T:C 0.000000e+00
#> chr22:32127370:C:T 0.000000e+00
#> chr22:32127374:C:T 0.000000e+00
#> chr22:32127405:C:T 0.000000e+00
#> chr22:32127470:T:C 0.000000e+00
#> chr22:32128069:A:G 0.000000e+00
#> chr22:32128246:C:T 0.000000e+00
#> chr22:32128368:C:T 0.000000e+00
#> chr22:32128733:T:G 0.000000e+00
#> chr22:32129602:C:T 0.000000e+00
#> chr22:32129674:G:A 0.000000e+00
#> chr22:32129864:A:G 0.000000e+00
#> chr22:32129921:T:C 0.000000e+00
#> chr22:32130038:A:G 0.000000e+00
#> chr22:32130229:T:C 0.000000e+00
#> 
#> 
#> $fitted_wc2
#> $fitted_wc2[[1]]
#>               [,1]         [,2]       [,3]         [,4]         [,5]
#>  [1,] 3.530926e-36 5.282868e-34 5.5169e-36 3.186601e-36 3.530926e-36
#>  [2,] 3.530926e-36 5.282868e-34 5.5169e-36 3.186601e-36 3.530926e-36
#>  [3,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [4,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [5,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [6,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [7,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [8,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>  [9,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [10,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [11,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [12,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [13,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [14,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [15,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [16,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [17,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [18,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [19,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [20,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [21,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [22,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [23,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [24,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [25,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [26,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [27,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [28,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [29,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [30,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [31,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [32,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [33,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [34,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [35,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [36,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [37,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [38,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [39,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [40,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [41,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [42,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [43,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [44,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [45,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [46,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [47,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [48,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [49,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#> [50,] 2.000000e+00 2.000000e+00 2.0000e+00 2.000000e+00 2.000000e+00
#>               [,6]         [,7]         [,8]         [,9]        [,10]
#>  [1,] 3.469447e-18 5.516889e-36 3.469447e-18 1.412337e-35 8.673617e-19
#>  [2,] 3.469447e-18 5.516889e-36 3.469447e-18 1.412337e-35 8.673617e-19
#>  [3,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [4,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [5,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [6,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [7,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [8,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>  [9,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [10,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [11,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [12,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [13,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [14,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [15,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [16,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [17,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [18,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [19,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [20,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [21,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [22,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [23,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [24,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [25,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [26,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [27,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [28,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [29,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [30,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [31,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [32,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [33,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [34,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [35,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [36,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [37,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [38,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [39,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [40,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [41,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [42,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [43,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [44,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [45,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [46,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [47,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [48,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [49,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#> [50,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00
#>              [,11]        [,12]        [,13]        [,14]       [,15]
#>  [1,] 5.084492e-36 1.226947e-34 7.321724e-34 1.301639e-33 8.13525e-35
#>  [2,] 5.084492e-36 1.226947e-34 7.321724e-34 1.301639e-33 8.13525e-35
#>  [3,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [4,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [5,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [6,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [7,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [8,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>  [9,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [10,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [11,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [12,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [13,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [14,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [15,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [16,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [17,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [18,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [19,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [20,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [21,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [22,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [23,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [24,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [25,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [26,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [27,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [28,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [29,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [30,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [31,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [32,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [33,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [34,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [35,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [36,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [37,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [38,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [39,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [40,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [41,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [42,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [43,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [44,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [45,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [46,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [47,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [48,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [49,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#> [50,] 2.000000e+00 2.000000e+00 2.000000e+00 2.000000e+00 2.00000e+00
#>              [,16]
#>  [1,] 1.727242e-35
#>  [2,] 1.727242e-35
#>  [3,] 2.000000e+00
#>  [4,] 2.000000e+00
#>  [5,] 2.000000e+00
#>  [6,] 2.000000e+00
#>  [7,] 2.000000e+00
#>  [8,] 2.000000e+00
#>  [9,] 2.000000e+00
#> [10,] 2.000000e+00
#> [11,] 2.000000e+00
#> [12,] 2.000000e+00
#> [13,] 2.000000e+00
#> [14,] 2.000000e+00
#> [15,] 2.000000e+00
#> [16,] 2.000000e+00
#> [17,] 2.000000e+00
#> [18,] 2.000000e+00
#> [19,] 2.000000e+00
#> [20,] 2.000000e+00
#> [21,] 2.000000e+00
#> [22,] 2.000000e+00
#> [23,] 2.000000e+00
#> [24,] 2.000000e+00
#> [25,] 2.000000e+00
#> [26,] 2.000000e+00
#> [27,] 2.000000e+00
#> [28,] 2.000000e+00
#> [29,] 2.000000e+00
#> [30,] 2.000000e+00
#> [31,] 2.000000e+00
#> [32,] 2.000000e+00
#> [33,] 2.000000e+00
#> [34,] 2.000000e+00
#> [35,] 2.000000e+00
#> [36,] 2.000000e+00
#> [37,] 2.000000e+00
#> [38,] 2.000000e+00
#> [39,] 2.000000e+00
#> [40,] 2.000000e+00
#> [41,] 2.000000e+00
#> [42,] 2.000000e+00
#> [43,] 2.000000e+00
#> [44,] 2.000000e+00
#> [45,] 2.000000e+00
#> [46,] 2.000000e+00
#> [47,] 2.000000e+00
#> [48,] 2.000000e+00
#> [49,] 2.000000e+00
#> [50,] 2.000000e+00
#> 
#> 
#> $lBF
#> $lBF[[1]]
#>  [1]  1.232750e+33  1.232750e+33  5.384157e+02 -2.648378e+01 -2.648378e+01
#>  [6]  4.968396e+01  2.302408e+03  5.925762e-01  2.741914e+03  2.741914e+03
#> [11] -2.408390e+01  6.568662e+01  5.484878e+01  2.565743e+03 -2.408390e+01
#> [16]  5.925762e-01  6.196834e+02  1.280984e+03 -1.724935e+01  1.280984e+03
#> [21]  1.280984e+03  4.968396e+01  1.280984e+03  5.780348e+01  5.484878e+01
#> [26]  4.968396e+01  1.186122e+00 -2.747181e+01 -3.086762e+01  9.317941e+01
#> [31] -2.408390e+01  1.186122e+00 -2.515480e+01  1.099426e+03  5.484878e+01
#> [36]  1.930643e+02  6.532364e+01  6.532364e+01  5.484878e+01 -2.648378e+01
#> [41]  1.280984e+03 -1.759116e+01  5.925762e-01  4.968396e+01  1.253044e+03
#> [46]  1.280984e+03  4.451562e+02 -6.301259e-01  5.014296e+02 -2.408390e+01
#> 
#> 
#> $KL
#> [1] NA
#> 
#> $cred_band
#> $cred_band$credible_band_effect_1
#>     [,1]      [,2]      [,3]      [,4]      [,5] [,6]      [,7]       [,8]
#> up   0.5 0.4890738 0.4567727 0.4045085 0.3345653 0.25 0.1545085 0.05226423
#> low  0.5 0.4890738 0.4567727 0.4045085 0.3345653 0.25 0.1545085 0.05226423
#>            [,9]      [,10] [,11]      [,12]      [,13]      [,14]      [,15]
#> up  -0.05226423 -0.1545085 -0.25 -0.3345653 -0.4045085 -0.4567727 -0.4890738
#> low -0.05226423 -0.1545085 -0.25 -0.3345653 -0.4045085 -0.4567727 -0.4890738
#>     [,16]
#> up   -0.5
#> low  -0.5
#> attr(,"names")
#>  [1] "up"  "low" NA    NA    NA    NA    NA    NA    NA    NA    NA    NA   
#> [13] NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA   
#> [25] NA    NA    NA    NA    NA    NA    NA    NA   
#> 
#> 
#> $ELBO
#> [1] -Inf
#> 
#> $ind_fitted_func
#>                 [,1]      [,2]      [,3]      [,4]      [,5]      [,6]
#>   [1,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>   [2,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>   [3,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>   [4,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>   [5,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>   [6,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>   [7,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>   [8,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>   [9,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [10,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [11,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [12,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [13,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [14,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [15,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [16,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [17,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [18,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [19,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [20,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [21,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [22,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [23,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [24,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [25,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [26,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [27,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [28,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [29,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [30,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [31,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [32,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [33,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [34,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [35,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [36,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [37,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [38,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [39,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [40,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [41,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [42,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [43,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [44,] -8.326673e-17 0.4067366 0.7431448 0.9510565 0.9945219 0.8660254
#>  [45,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
#>  [46,]  5.000000e-01 0.8958104 1.1999176 1.3555650 1.3290872 1.1160254
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#>             [,7]      [,8]       [,9]      [,10]      [,11]      [,12]
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#>  [13,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [14,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [15,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [16,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [17,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
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#>  [19,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [20,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [21,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [22,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [23,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [24,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [25,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [26,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [27,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [28,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [29,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [30,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [31,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [32,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [33,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [34,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [35,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [36,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [37,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [38,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [39,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [40,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [41,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [42,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [43,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [44,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [45,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [46,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [47,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#>  [48,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [49,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [50,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [51,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [52,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [53,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [54,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [55,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [56,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [57,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [58,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [59,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [60,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [61,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [62,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [63,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [64,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [65,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [66,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [67,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [68,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [69,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [70,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [71,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [72,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [73,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [74,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [75,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [76,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [77,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [78,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [79,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [80,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [81,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [82,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [83,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [84,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [85,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [86,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [87,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [88,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [89,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [90,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [91,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [92,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [93,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#>  [94,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [95,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [96,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [97,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [98,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#>  [99,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [100,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [101,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [102,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [103,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [104,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [105,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [106,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [107,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [108,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [109,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [110,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [111,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [112,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [113,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [114,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [115,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [116,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [117,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [118,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [119,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [120,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [121,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [122,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [123,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [124,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [125,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [126,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [127,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [128,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [129,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [130,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [131,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [132,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [133,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [134,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [135,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [136,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [137,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [138,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [139,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [140,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [141,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [142,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [143,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [144,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [145,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [146,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [147,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [148,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [149,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [150,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [151,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [152,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [153,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [154,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [155,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [156,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [157,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [158,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [159,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [160,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [161,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [162,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [163,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [164,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [165,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [166,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [167,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [168,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [169,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [170,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [171,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [172,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [173,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [174,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [175,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [176,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [177,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [178,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [179,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [180,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [181,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [182,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [183,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [184,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [185,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [186,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [187,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [188,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [189,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [190,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [191,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [192,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [193,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [194,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [195,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [196,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [197,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [198,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [199,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [200,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [201,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [202,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [203,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [204,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [205,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [206,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [207,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [208,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [209,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [210,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [211,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [212,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [213,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [214,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [215,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [216,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [217,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [218,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [219,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [220,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [221,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [222,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [223,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [224,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [225,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [226,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [227,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [228,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [229,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [230,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [231,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [232,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [233,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [234,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [235,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [236,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [237,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [238,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [239,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [240,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [241,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [242,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [243,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [244,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [245,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [246,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [247,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [248,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [249,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [250,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [251,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [252,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [253,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [254,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [255,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [256,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [257,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [258,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [259,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [260,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [261,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [262,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [263,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [264,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [265,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [266,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [267,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [268,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [269,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [270,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [271,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [272,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [273,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [274,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [275,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [276,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [277,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [278,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [279,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [280,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [281,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [282,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [283,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [284,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [285,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [286,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [287,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [288,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [289,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [290,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [291,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [292,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [293,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [294,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [295,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [296,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [297,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [298,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [299,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [300,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [301,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [302,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [303,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [304,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [305,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [306,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [307,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [308,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [309,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [310,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [311,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [312,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [313,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [314,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [315,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [316,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [317,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [318,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [319,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [320,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [321,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [322,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [323,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [324,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [325,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [326,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [327,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [328,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [329,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [330,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [331,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [332,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [333,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [334,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [335,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [336,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [337,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [338,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [339,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [340,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [341,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [342,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [343,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [344,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [345,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [346,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [347,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [348,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [349,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [350,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [351,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [352,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [353,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [354,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [355,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [356,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [357,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [358,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [359,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [360,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [361,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [362,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [363,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [364,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [365,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [366,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [367,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [368,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [369,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [370,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [371,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [372,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [373,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [374,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [375,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [376,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [377,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [378,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [379,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [380,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [381,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [382,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [383,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [384,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [385,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [386,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [387,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [388,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [389,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [390,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [391,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [392,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [393,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [394,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [395,] 0.8968022 0.3124402 -0.3124402 -0.8968022 -1.3660254 -1.6636525
#> [396,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [397,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [398,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [399,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [400,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [401,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [402,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [403,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
#> [404,] 0.7422937 0.2601759 -0.2601759 -0.7422937 -1.1160254 -1.3290872
#> [405,] 0.5877853 0.2079117 -0.2079117 -0.5877853 -0.8660254 -0.9945219
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#> [218,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [219,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [220,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [221,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [222,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [223,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [224,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [225,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [226,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [227,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [228,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [229,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [230,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [231,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [232,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [233,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [234,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [235,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [236,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [237,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [238,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [239,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [240,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [241,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [242,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [243,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [244,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [245,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [246,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [247,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [248,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [249,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [250,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [251,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [252,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [253,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [254,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [255,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [256,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [257,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [258,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [259,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [260,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [261,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [262,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [263,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [264,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [265,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [266,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [267,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [268,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [269,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [270,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [271,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [272,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [273,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [274,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [275,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [276,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [277,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [278,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [279,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [280,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [281,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [282,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [283,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [284,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [285,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [286,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [287,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [288,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [289,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [290,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [291,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [292,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [293,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [294,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [295,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [296,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [297,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [298,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [299,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [300,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [301,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [302,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [303,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [304,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [305,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [306,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [307,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [308,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [309,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [310,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [311,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [312,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [313,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [314,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [315,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [316,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [317,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [318,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [319,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [320,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [321,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [322,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [323,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [324,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [325,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [326,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [327,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [328,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [329,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [330,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [331,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [332,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [333,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [334,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [335,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [336,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [337,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [338,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [339,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [340,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [341,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [342,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [343,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [344,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [345,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [346,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [347,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [348,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [349,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [350,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [351,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [352,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [353,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [354,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [355,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [356,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [357,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [358,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [359,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [360,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [361,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [362,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [363,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [364,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [365,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [366,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [367,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [368,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [369,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [370,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [371,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [372,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [373,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [374,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [375,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [376,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [377,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [378,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [379,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [380,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [381,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [382,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [383,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [384,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [385,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [386,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [387,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [388,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [389,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [390,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [391,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [392,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [393,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [394,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [395,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [396,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [397,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [398,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [399,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [400,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [401,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [402,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [403,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [404,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [405,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [406,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [407,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [408,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [409,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [410,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [411,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [412,] -1.7600735 -1.6566903 -1.3848842 -1.000000e+00
#> [413,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> [414,] -1.3555650 -1.1999176 -0.8958104 -5.000000e-01
#> [415,] -0.9510565 -0.7431448 -0.4067366 -1.387779e-16
#> 
#> $G_prior
#> [[1]]
#> $pi
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.999000999 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> $mean
#>   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $sd
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "normalmix"
#> attr(,"row.names")
#>   [1]   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18
#>  [19]  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36
#>  [37]  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53  54
#>  [55]  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71  72
#>  [73]  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89  90
#>  [91]  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107 108
#> [109] 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131
#> [1] "Ash object has elements: "
#> [1] "fitted_g" "call"    
#> [1] "fitted_g" "call"    
#> 
#> [[2]]
#> $pi
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.999000999
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> $mean
#>   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $sd
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "normalmix"
#> attr(,"row.names")
#>   [1]   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18
#>  [19]  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36
#>  [37]  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53  54
#>  [55]  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71  72
#>  [73]  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89  90
#>  [91]  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107 108
#> [109] 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131
#> [1] "Ash object has elements: "
#> [1] "fitted_g" "call"    
#> [1] "fitted_g" "call"    
#> 
#> [[3]]
#> $pi
#>   [1] 0.0009990031 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>   [6] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [11] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [16] 0.0000000000 0.0000000000 0.4394870663 0.0000000000 0.0000000000
#>  [21] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [26] 0.5595139306 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [31] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [36] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [41] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [46] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [51] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [56] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [61] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [66] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [71] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [76] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [81] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [86] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [91] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#>  [96] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [101] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [106] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [111] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [116] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [121] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [126] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
#> [131] 0.0000000000
#> 
#> $mean
#>   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $sd
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "normalmix"
#> attr(,"row.names")
#>   [1]   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18
#>  [19]  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36
#>  [37]  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53  54
#>  [55]  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71  72
#>  [73]  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89  90
#>  [91]  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107 108
#> [109] 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131
#> [1] "Ash object has elements: "
#> [1] "fitted_g" "call"    
#> [1] "fitted_g" "call"    
#> 
#> [[4]]
#> $pi
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.646386799
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.352614200 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> $mean
#>   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $sd
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "normalmix"
#> attr(,"row.names")
#>   [1]   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18
#>  [19]  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36
#>  [37]  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53  54
#>  [55]  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71  72
#>  [73]  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89  90
#>  [91]  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107 108
#> [109] 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131
#> [1] "Ash object has elements: "
#> [1] "fitted_g" "call"    
#> [1] "fitted_g" "call"    
#> 
#> [[5]]
#> $pi
#>   [1] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $mean
#>   [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#>  [75] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [112] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> 
#> $sd
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "normalmix"
#> attr(,"row.names")
#>   [1]   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18
#>  [19]  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36
#>  [37]  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53  54
#>  [55]  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71  72
#>  [73]  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89  90
#>  [91]  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107 108
#> [109] 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131
#> [1] "Ash object has elements: "
#> [1] "fitted_g" "call"    
#> [1] "fitted_g" "call"    
#> 
#> attr(,"class")
#> [1] "mixture_normal_per_scale"
#> 
#> $alpha_hist
#> $alpha_hist[[1]]
#> $alpha_hist[[1]][[1]]
#>  [1] 0.5 0.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> [20] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> [39] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> 
#> 
#> 
#> $N
#> [1] 415
#> 
#> $n_wac
#> [1] 16
#> 
#> $sigma2
#> [1] 0.002310884
#> 
#> $P
#> [1] 50
#> 
#> $alpha
#> $alpha[[1]]
#> chr22:32119788:T:C chr22:32119867:T:G chr22:32119961:T:G chr22:32120053:T:C 
#>                0.5                0.5                0.0                0.0 
#> chr22:32120593:A:G chr22:32120636:T:C chr22:32120932:G:A chr22:32120975:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32121290:C:T chr22:32121498:A:C chr22:32121635:T:G chr22:32121702:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32121936:G:A chr22:32122351:A:G chr22:32122676:A:G chr22:32123055:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32123164:T:C chr22:32123383:T:C chr22:32123461:T:C chr22:32123806:C:T 
#>                0.0                0.0                0.0                0.0 
#> chr22:32124049:G:A chr22:32124126:C:T chr22:32124147:A:C chr22:32124381:G:A 
#>                0.0                0.0                0.0                0.0 
#> chr22:32124644:A:G chr22:32124683:T:C chr22:32124952:C:A chr22:32125308:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32125638:A:C chr22:32125730:G:A chr22:32126169:C:T chr22:32126200:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32126215:C:T chr22:32126386:G:A chr22:32126486:T:C chr22:32127195:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32127370:C:T chr22:32127374:C:T chr22:32127405:C:T chr22:32127470:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32128069:A:G chr22:32128246:C:T chr22:32128368:C:T chr22:32128733:T:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32129602:C:T chr22:32129674:G:A chr22:32129864:A:G chr22:32129921:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32130038:A:G chr22:32130229:T:C 
#>                0.0                0.0 
#> 
#> 
#> $cs
#> $cs[[1]]
#> chr22:32119788:T:C chr22:32119867:T:G 
#>                  1                  2 
#> 
#> 
#> $pip
#> chr22:32119788:T:C chr22:32119867:T:G chr22:32119961:T:G chr22:32120053:T:C 
#>                0.5                0.5                0.0                0.0 
#> chr22:32120593:A:G chr22:32120636:T:C chr22:32120932:G:A chr22:32120975:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32121290:C:T chr22:32121498:A:C chr22:32121635:T:G chr22:32121702:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32121936:G:A chr22:32122351:A:G chr22:32122676:A:G chr22:32123055:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32123164:T:C chr22:32123383:T:C chr22:32123461:T:C chr22:32123806:C:T 
#>                0.0                0.0                0.0                0.0 
#> chr22:32124049:G:A chr22:32124126:C:T chr22:32124147:A:C chr22:32124381:G:A 
#>                0.0                0.0                0.0                0.0 
#> chr22:32124644:A:G chr22:32124683:T:C chr22:32124952:C:A chr22:32125308:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32125638:A:C chr22:32125730:G:A chr22:32126169:C:T chr22:32126200:A:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32126215:C:T chr22:32126386:G:A chr22:32126486:T:C chr22:32127195:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32127370:C:T chr22:32127374:C:T chr22:32127405:C:T chr22:32127470:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32128069:A:G chr22:32128246:C:T chr22:32128368:C:T chr22:32128733:T:G 
#>                0.0                0.0                0.0                0.0 
#> chr22:32129602:C:T chr22:32129674:G:A chr22:32129864:A:G chr22:32129921:T:C 
#>                0.0                0.0                0.0                0.0 
#> chr22:32130038:A:G chr22:32130229:T:C 
#>                0.0                0.0 
#> 
#> $est_pi
#> $est_pi[[1]]
#> [[1]]
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.999000999 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> [[2]]
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.000000000 0.000000000 0.999000999 0.000000000 0.000000000
#> 
#> [[3]]
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.413695572 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.585305427
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> [[4]]
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.623323105
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.375677894 0.000000000
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> [[5]]
#>   [1] 0.000999001 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>   [7] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [13] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [19] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [25] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [31] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [37] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [43] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.999000999
#>  [49] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [55] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [61] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [67] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [73] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [79] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [85] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [91] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#>  [97] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [103] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [109] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [115] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [121] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> [127] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
#> 
#> attr(,"class")
#> [1] "pi_mixture_normal_per_scale"
#> 
#> 
#> $est_sd
#> $est_sd[[1]]
#> [[1]]
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> [[2]]
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> [[3]]
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> [[4]]
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> [[5]]
#>   [1] 0.000000e+00 1.860242e-19 2.630779e-19 3.720484e-19 5.261559e-19
#>   [6] 7.440968e-19 1.052312e-18 1.488194e-18 2.104623e-18 2.976387e-18
#>  [11] 4.209247e-18 5.952774e-18 8.418494e-18 1.190555e-17 1.683699e-17
#>  [16] 2.381110e-17 3.367398e-17 4.762219e-17 6.734795e-17 9.524439e-17
#>  [21] 1.346959e-16 1.904888e-16 2.693918e-16 3.809775e-16 5.387836e-16
#>  [26] 7.619551e-16 1.077567e-15 1.523910e-15 2.155134e-15 3.047820e-15
#>  [31] 4.310269e-15 6.095641e-15 8.620538e-15 1.219128e-14 1.724108e-14
#>  [36] 2.438256e-14 3.448215e-14 4.876513e-14 6.896430e-14 9.753025e-14
#>  [41] 1.379286e-13 1.950605e-13 2.758572e-13 3.901210e-13 5.517144e-13
#>  [46] 7.802420e-13 1.103429e-12 1.560484e-12 2.206858e-12 3.120968e-12
#>  [51] 4.413715e-12 6.241936e-12 8.827431e-12 1.248387e-11 1.765486e-11
#>  [56] 2.496774e-11 3.530972e-11 4.993549e-11 7.061945e-11 9.987098e-11
#>  [61] 1.412389e-10 1.997420e-10 2.824778e-10 3.994839e-10 5.649556e-10
#>  [66] 7.989678e-10 1.129911e-09 1.597936e-09 2.259822e-09 3.195871e-09
#>  [71] 4.519645e-09 6.391743e-09 9.039289e-09 1.278349e-08 1.807858e-08
#>  [76] 2.556697e-08 3.615716e-08 5.113394e-08 7.231431e-08 1.022679e-07
#>  [81] 1.446286e-07 2.045358e-07 2.892572e-07 4.090715e-07 5.785145e-07
#>  [86] 8.181431e-07 1.157029e-06 1.636286e-06 2.314058e-06 3.272572e-06
#>  [91] 4.628116e-06 6.545144e-06 9.256232e-06 1.309029e-05 1.851246e-05
#>  [96] 2.618058e-05 3.702493e-05 5.236116e-05 7.404986e-05 1.047223e-04
#> [101] 1.480997e-04 2.094446e-04 2.961994e-04 4.188892e-04 5.923988e-04
#> [106] 8.377785e-04 1.184798e-03 1.675557e-03 2.369595e-03 3.351114e-03
#> [111] 4.739191e-03 6.702228e-03 9.478382e-03 1.340446e-02 1.895676e-02
#> [116] 2.680891e-02 3.791353e-02 5.361782e-02 7.582705e-02 1.072356e-01
#> [121] 1.516541e-01 2.144713e-01 3.033082e-01 4.289426e-01 6.066164e-01
#> [126] 8.578852e-01 1.213233e+00 1.715770e+00 2.426466e+00 3.431541e+00
#> [131] 4.852931e+00
#> 
#> attr(,"class")
#> [1] "sd_mixture_normal_per_scale"
#> 
#> 
#> $L
#> [1] 1
#> 
#> $L_max
#> [1] 2
#> 
#> $csd_X
#> chr22:32119788:T:C chr22:32119867:T:G chr22:32119961:T:G chr22:32120053:T:C 
#>          0.5301020          0.5301020          0.6777669          0.2684331 
#> chr22:32120593:A:G chr22:32120636:T:C chr22:32120932:G:A chr22:32120975:A:G 
#>          0.2684331          0.4172660          0.3998283          0.2902486 
#> chr22:32121290:C:T chr22:32121498:A:C chr22:32121635:T:G chr22:32121702:A:G 
#>          0.6626384          0.6626384          0.2722439          0.4836540 
#> chr22:32121936:G:A chr22:32122351:A:G chr22:32122676:A:G chr22:32123055:A:G 
#>          0.3975948          0.6739345          0.2722439          0.2902486 
#> chr22:32123164:T:C chr22:32123383:T:C chr22:32123461:T:C chr22:32123806:C:T 
#>          0.6895665          0.6976976          0.1376480          0.6976976 
#> chr22:32124049:G:A chr22:32124126:C:T chr22:32124147:A:C chr22:32124381:G:A 
#>          0.6976976          0.4172660          0.6976976          0.5175686 
#> chr22:32124644:A:G chr22:32124683:T:C chr22:32124952:C:A chr22:32125308:A:G 
#>          0.3975948          0.4172660          0.3035402          0.1535336 
#> chr22:32125638:A:C chr22:32125730:G:A chr22:32126169:C:T chr22:32126200:A:G 
#>          0.1744056          0.4353962          0.2722439          0.3035402 
#> chr22:32126215:C:T chr22:32126386:G:A chr22:32126486:T:C chr22:32127195:T:C 
#>          0.2592787          0.6924724          0.3975948          0.1868751 
#> chr22:32127370:C:T chr22:32127374:C:T chr22:32127405:C:T chr22:32127470:T:C 
#>          0.5090417          0.5090417          0.3975948          0.2684331 
#> chr22:32128069:A:G chr22:32128246:C:T chr22:32128368:C:T chr22:32128733:T:G 
#>          0.6976976          0.1376632          0.2902486          0.4172660 
#> chr22:32129602:C:T chr22:32129674:G:A chr22:32129864:A:G chr22:32129921:T:C 
#>          0.6999963          0.6976976          0.6719539          0.3769291 
#> chr22:32130038:A:G chr22:32130229:T:C 
#>          0.6751426          0.2722439 
#> 
#> $n_expand
#> [1] 0
#> 
#> $greedy
#> [1] FALSE
#> 
#> $backfit
#> [1] FALSE
#> 
#> $greedy_backfit_update
#> [1] FALSE
#> 
#> $d
#> chr22:32119788:T:C chr22:32119867:T:G chr22:32119961:T:G chr22:32120053:T:C 
#>                414                414                414                414 
#> chr22:32120593:A:G chr22:32120636:T:C chr22:32120932:G:A chr22:32120975:A:G 
#>                414                414                414                414 
#> chr22:32121290:C:T chr22:32121498:A:C chr22:32121635:T:G chr22:32121702:A:G 
#>                414                414                414                414 
#> chr22:32121936:G:A chr22:32122351:A:G chr22:32122676:A:G chr22:32123055:A:G 
#>                414                414                414                414 
#> chr22:32123164:T:C chr22:32123383:T:C chr22:32123461:T:C chr22:32123806:C:T 
#>                414                414                414                414 
#> chr22:32124049:G:A chr22:32124126:C:T chr22:32124147:A:C chr22:32124381:G:A 
#>                414                414                414                414 
#> chr22:32124644:A:G chr22:32124683:T:C chr22:32124952:C:A chr22:32125308:A:G 
#>                414                414                414                414 
#> chr22:32125638:A:C chr22:32125730:G:A chr22:32126169:C:T chr22:32126200:A:G 
#>                414                414                414                414 
#> chr22:32126215:C:T chr22:32126386:G:A chr22:32126486:T:C chr22:32127195:T:C 
#>                414                414                414                414 
#> chr22:32127370:C:T chr22:32127374:C:T chr22:32127405:C:T chr22:32127470:T:C 
#>                414                414                414                414 
#> chr22:32128069:A:G chr22:32128246:C:T chr22:32128368:C:T chr22:32128733:T:G 
#>                414                414                414                414 
#> chr22:32129602:C:T chr22:32129674:G:A chr22:32129864:A:G chr22:32129921:T:C 
#>                414                414                414                414 
#> chr22:32130038:A:G chr22:32130229:T:C 
#>                414                414 
#> 
#> $lfsr_wc
#> list()
#> 
#> $tol_null_prior
#> [1] 0.001
#> 
#> $cov_lev
#> [1] 0.95
#> 
#> $check
#> [1] 0
#> 
#> $fitted_func
#> $fitted_func$fitted_function_effect_1
#>  [1]  0.50000000  0.48907380  0.45677273  0.40450850  0.33456530  0.25000000
#>  [7]  0.15450850  0.05226423 -0.05226423 -0.15450850 -0.25000000 -0.33456530
#> [13] -0.40450850 -0.45677273 -0.48907380 -0.50000000
#> 
#> 
#> $outing_grid
#>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16
#> 
#> $original_grid
#>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16
#> 
#> $runtime
#>    user  system elapsed 
#>   2.399   0.007   1.461 
#> 
#> attr(,"class")
#> [1] "susiF"