Generate simulated ARD
Arguments
- n_i
number of respondents (rows)
- n_k
number of groups (columns)
- N
total population size
- p
number of collected covariates
- p_global_nonzero
number of non-zero global covariates
- p_local_nonzero
number of non-zero local covariates
- group_corr
group correlation
- degree_corr
degree correlation
- family
sampling distribution
- omega_range
minimum and maximum omega for negative binomial overdispersion
- alpha_mean
mean of alphas
- alpha_sd
variance of alphas
- eta
correlation hyperparameter for LKJ prior
- seed
random seed
Value
simulated ARD along with all true parameters. Parameters which are not used in a specific setting are set to NULL.
Examples
make_ard(N = 10000, family = "poisson")
#> $ard
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 2 17 12 7 4 7 16 13 20 27 21 5 4
#> [2,] 4 14 23 5 4 15 13 12 25 20 15 5 1
#> [3,] 3 13 11 8 1 15 9 5 13 22 17 4 0
#> [4,] 5 14 17 9 1 10 15 10 10 16 19 3 1
#> [5,] 3 27 19 7 3 21 14 13 19 16 31 3 4
#> [6,] 5 8 15 6 1 6 9 8 18 11 16 3 1
#> [7,] 3 20 15 5 0 10 13 9 20 16 15 3 3
#> [8,] 5 16 16 5 2 15 9 8 15 20 15 4 3
#> [9,] 3 20 12 4 2 9 6 9 13 11 29 8 3
#> [10,] 1 17 15 1 2 10 6 7 12 10 18 5 0
#> [11,] 5 26 14 6 1 10 11 11 21 28 21 3 2
#> [12,] 4 25 12 1 2 9 11 5 19 17 20 9 2
#> [13,] 4 21 13 4 0 12 8 6 26 16 19 5 2
#> [14,] 3 34 14 1 1 15 9 11 26 27 23 4 4
#> [15,] 2 19 18 3 3 8 11 7 20 25 23 4 1
#> [16,] 4 24 14 4 1 8 10 10 19 20 27 6 1
#> [17,] 3 12 8 3 3 4 5 9 11 11 18 3 1
#> [18,] 5 24 11 5 2 11 12 8 12 18 19 5 0
#> [19,] 5 16 19 4 2 10 13 8 18 22 17 3 1
#> [20,] 3 19 12 6 2 10 13 12 20 23 20 3 3
#> [21,] 7 19 19 4 2 13 10 7 17 18 22 3 2
#> [22,] 3 13 18 5 1 12 10 6 15 17 11 3 0
#> [23,] 3 17 14 6 3 14 12 11 21 22 15 5 0
#> [24,] 1 11 10 1 1 19 8 6 21 18 19 7 2
#> [25,] 6 22 20 5 0 6 11 6 16 23 22 7 0
#> [26,] 2 25 25 8 3 14 18 11 30 29 26 9 2
#> [27,] 2 25 12 1 4 11 14 6 16 19 20 4 1
#> [28,] 2 26 20 8 2 14 19 8 15 22 13 9 4
#> [29,] 3 15 16 5 0 7 15 8 12 17 24 6 2
#> [30,] 1 11 6 3 2 12 13 9 7 10 19 8 1
#> [31,] 2 28 18 4 1 13 9 7 13 27 24 8 3
#> [32,] 3 14 18 5 0 11 15 5 17 15 20 2 3
#> [33,] 2 24 12 4 1 12 7 9 23 26 17 9 5
#> [34,] 4 24 15 6 2 6 16 14 17 19 21 5 3
#> [35,] 4 17 14 5 4 9 8 7 10 18 23 11 2
#> [36,] 3 16 23 6 1 14 16 7 23 22 25 9 2
#> [37,] 3 9 12 6 2 11 8 3 15 10 10 4 2
#> [38,] 8 30 14 10 5 18 19 13 30 30 20 8 10
#> [39,] 2 8 16 4 2 8 9 7 18 18 22 3 3
#> [40,] 2 12 14 2 1 15 13 6 11 16 16 8 4
#> [41,] 2 25 23 3 0 13 18 7 16 19 26 4 2
#> [42,] 1 19 14 5 1 13 9 4 17 17 23 5 1
#> [43,] 2 16 14 10 3 13 13 14 15 19 19 6 3
#> [44,] 3 16 15 4 4 13 10 4 21 14 25 7 3
#> [45,] 6 15 15 2 1 7 12 9 8 14 19 7 6
#> [46,] 5 13 10 6 3 11 11 4 16 8 19 4 3
#> [47,] 4 33 16 6 0 10 13 8 24 20 33 5 4
#> [48,] 2 18 23 7 3 11 12 6 20 19 21 4 3
#> [49,] 4 18 15 3 4 13 11 7 12 23 11 5 4
#> [50,] 4 11 8 3 1 5 7 7 16 14 15 2 0
#> [51,] 1 7 13 2 5 11 10 5 23 18 17 3 3
#> [52,] 4 28 16 4 1 8 16 15 18 20 28 9 3
#> [53,] 4 24 14 3 0 10 15 13 22 21 23 12 2
#> [54,] 1 22 24 0 3 10 14 6 21 27 25 6 2
#> [55,] 3 26 14 5 5 12 16 7 19 19 26 9 4
#> [56,] 7 9 15 5 1 15 8 7 17 20 27 5 3
#> [57,] 7 22 6 8 3 11 20 6 21 17 16 4 2
#> [58,] 3 20 12 3 0 11 12 5 19 14 24 6 2
#> [59,] 2 17 17 6 3 10 9 5 17 17 19 4 3
#> [60,] 0 21 18 4 0 17 9 13 16 13 22 7 5
#> [61,] 5 23 18 3 5 17 9 16 17 16 43 3 1
#> [62,] 7 20 20 8 0 13 12 9 17 24 23 10 5
#> [63,] 3 30 20 3 0 16 19 11 17 25 23 10 5
#> [64,] 3 16 14 2 1 12 12 6 22 22 16 10 2
#> [65,] 0 17 11 5 1 10 15 6 13 20 20 4 1
#> [66,] 7 30 15 9 3 15 14 3 28 27 30 5 2
#> [67,] 4 8 7 4 1 4 8 4 10 15 12 3 1
#> [68,] 3 16 5 4 0 10 13 9 15 14 18 6 1
#> [69,] 0 17 14 4 0 15 11 6 20 21 16 3 2
#> [70,] 4 14 15 1 2 7 13 5 17 15 21 1 1
#> [71,] 2 23 15 1 2 5 9 8 11 26 21 7 4
#> [72,] 2 21 21 6 1 14 16 13 17 16 30 7 1
#> [73,] 2 25 11 6 3 19 10 6 19 27 17 2 1
#> [74,] 4 23 11 4 2 15 10 3 14 15 27 6 3
#> [75,] 2 27 13 4 0 9 14 8 14 25 23 3 0
#> [76,] 1 28 18 3 5 14 19 6 22 26 16 8 5
#> [77,] 4 16 13 5 1 10 9 11 16 16 14 3 4
#> [78,] 3 19 22 4 1 10 17 7 21 16 19 6 2
#> [79,] 3 23 16 7 0 18 18 8 19 24 14 8 4
#> [80,] 5 14 14 8 1 7 16 4 10 22 16 4 2
#> [81,] 1 11 13 2 1 10 9 9 17 16 20 3 1
#> [82,] 2 21 17 4 3 15 5 3 20 20 19 9 3
#> [83,] 1 16 15 6 2 15 5 2 13 11 16 0 6
#> [84,] 1 17 16 7 0 10 17 2 17 13 18 2 1
#> [85,] 1 18 11 7 1 12 16 7 15 20 22 8 1
#> [86,] 5 11 8 4 5 16 16 9 15 17 23 4 1
#> [87,] 2 23 18 5 0 7 7 2 14 18 12 2 1
#> [88,] 6 19 7 2 1 5 14 7 21 19 13 6 1
#> [89,] 5 21 12 9 1 13 10 7 20 14 24 3 2
#> [90,] 5 29 17 7 1 8 11 10 18 15 24 3 2
#> [91,] 3 15 17 6 1 8 13 7 14 16 16 5 2
#> [92,] 2 18 9 4 1 6 11 3 25 10 16 1 1
#> [93,] 7 17 15 5 2 11 14 8 13 15 20 4 1
#> [94,] 1 13 17 3 3 6 13 11 14 19 19 3 0
#> [95,] 2 25 16 7 1 14 9 10 19 17 22 8 3
#> [96,] 5 32 18 11 2 12 22 8 24 29 30 9 1
#> [97,] 3 27 15 9 4 10 13 4 17 17 19 5 2
#> [98,] 2 13 6 5 2 6 8 5 12 11 11 4 1
#> [99,] 2 23 12 4 3 16 11 9 24 14 22 6 3
#> [100,] 6 19 17 4 0 16 13 5 21 20 11 3 0
#> [101,] 3 24 21 14 1 20 17 7 26 24 31 12 3
#> [102,] 4 19 11 7 0 7 13 7 22 17 13 7 4
#> [103,] 4 27 15 9 1 14 13 12 25 23 22 8 2
#> [104,] 6 18 11 4 1 10 11 9 17 21 22 2 1
#> [105,] 0 24 11 1 3 9 11 6 21 19 25 4 3
#> [106,] 2 24 12 8 0 13 7 5 14 9 20 3 1
#> [107,] 4 23 16 7 2 15 5 8 22 20 20 6 2
#> [108,] 3 17 17 4 3 10 12 7 17 22 22 2 1
#> [109,] 3 18 21 3 2 10 10 10 14 22 22 9 1
#> [110,] 2 20 16 8 1 9 6 7 15 18 21 3 2
#> [111,] 5 10 12 6 1 5 9 5 11 10 19 2 1
#> [112,] 3 25 15 7 3 13 18 5 27 18 27 3 1
#> [113,] 4 16 13 8 0 15 9 4 16 24 9 10 1
#> [114,] 4 12 8 2 1 8 9 4 15 16 15 3 0
#> [115,] 5 21 16 4 0 13 6 6 9 13 16 7 2
#> [116,] 6 25 16 7 1 16 15 7 31 24 24 8 2
#> [117,] 2 25 14 5 0 11 13 6 13 20 24 7 1
#> [118,] 2 21 15 8 4 13 11 9 20 13 11 6 3
#> [119,] 3 18 19 8 2 20 11 5 18 17 17 6 0
#> [120,] 6 18 15 0 3 11 13 10 17 12 17 7 2
#> [121,] 6 15 13 4 2 12 7 14 16 22 20 5 0
#> [122,] 3 13 15 3 1 9 14 12 12 11 16 8 1
#> [123,] 3 39 17 5 2 13 23 8 30 23 22 13 5
#> [124,] 4 29 12 4 2 12 11 10 17 16 28 5 4
#> [125,] 3 22 26 3 1 11 15 5 29 16 25 0 7
#> [126,] 4 29 24 8 1 11 6 5 12 29 26 3 7
#> [127,] 2 21 7 3 1 13 9 7 17 12 15 8 1
#> [128,] 5 24 17 6 2 15 14 10 24 20 17 8 1
#> [129,] 1 13 10 1 0 12 5 8 18 16 12 5 3
#> [130,] 3 19 12 2 1 12 14 8 21 28 27 10 2
#> [131,] 3 19 12 5 2 9 14 5 15 19 21 3 1
#> [132,] 4 16 8 3 1 10 15 7 15 12 16 5 2
#> [133,] 2 17 15 5 1 6 11 7 18 17 21 4 0
#> [134,] 4 21 8 5 2 6 10 10 10 11 26 6 2
#> [135,] 4 23 11 7 1 11 15 8 10 20 18 5 3
#> [136,] 0 18 11 2 2 20 20 10 17 16 20 6 3
#> [137,] 4 23 13 6 0 14 7 10 20 29 22 3 4
#> [138,] 1 16 10 5 0 10 9 5 6 22 30 4 6
#> [139,] 0 19 10 4 4 12 7 11 18 18 18 3 4
#> [140,] 5 12 15 7 2 11 11 7 15 14 22 5 1
#> [141,] 3 20 12 6 2 7 9 10 6 12 14 2 1
#> [142,] 4 23 23 6 2 10 17 14 20 19 26 11 6
#> [143,] 4 20 12 2 1 11 14 9 10 15 29 4 3
#> [144,] 3 28 12 7 1 6 17 5 20 17 23 5 2
#> [145,] 3 14 12 5 2 12 6 8 8 19 13 3 2
#> [146,] 0 17 10 5 3 9 15 9 15 18 20 4 0
#> [147,] 6 16 13 3 2 7 11 5 10 14 11 5 1
#> [148,] 2 15 20 4 1 10 10 8 8 15 19 5 3
#> [149,] 2 15 17 4 2 10 13 8 18 23 22 5 3
#> [150,] 4 21 16 1 1 18 16 10 16 27 22 6 1
#> [151,] 1 14 12 7 3 13 10 6 21 19 17 2 1
#> [152,] 1 15 16 4 2 15 7 7 23 24 21 7 4
#> [153,] 2 24 14 10 2 19 16 12 14 27 21 5 5
#> [154,] 4 20 15 5 1 12 9 10 22 26 20 6 4
#> [155,] 4 18 14 8 3 15 13 10 20 28 13 7 3
#> [156,] 5 17 17 10 0 15 12 11 22 22 28 7 1
#> [157,] 2 19 14 5 1 10 17 5 13 14 16 1 3
#> [158,] 4 25 11 3 3 11 9 7 14 15 20 7 4
#> [159,] 3 20 17 1 3 12 10 6 16 19 21 7 4
#> [160,] 5 19 26 4 1 12 20 13 29 28 24 4 7
#> [161,] 1 8 11 3 1 8 8 4 11 13 14 5 4
#> [162,] 1 19 8 4 0 10 10 4 13 19 15 3 2
#> [163,] 0 18 12 3 0 9 4 5 14 8 14 1 4
#> [164,] 7 26 27 5 2 17 22 8 15 22 28 7 2
#> [165,] 1 20 11 6 3 14 9 10 22 31 29 5 1
#> [166,] 2 29 15 3 3 19 19 12 25 33 34 8 2
#> [167,] 2 19 14 2 3 12 9 12 18 13 17 5 4
#> [168,] 4 27 22 8 4 21 19 14 29 22 29 6 3
#> [169,] 2 14 19 7 2 12 15 9 21 15 29 3 1
#> [170,] 1 23 24 4 0 14 10 11 19 25 17 6 1
#> [171,] 3 23 12 3 3 14 14 7 17 20 18 9 3
#> [172,] 2 11 12 4 3 7 9 8 16 16 24 5 1
#> [173,] 5 9 18 5 0 13 10 7 21 9 17 4 2
#> [174,] 0 19 12 5 1 11 10 8 19 19 19 2 1
#> [175,] 2 20 18 5 1 12 21 4 23 24 29 3 5
#> [176,] 4 18 15 6 1 18 13 7 16 20 21 7 0
#> [177,] 4 17 16 4 3 12 5 5 20 20 21 6 2
#> [178,] 4 24 17 7 1 6 19 9 23 13 30 2 1
#> [179,] 1 26 21 3 1 16 20 8 19 22 22 7 2
#> [180,] 4 20 15 4 5 12 12 6 12 19 19 10 3
#> [181,] 5 15 13 6 2 15 14 4 11 13 23 5 1
#> [182,] 5 24 13 9 2 16 13 12 15 13 27 6 2
#> [183,] 1 15 14 4 1 13 11 8 19 23 24 8 4
#> [184,] 5 29 16 8 3 12 16 6 18 14 21 3 1
#> [185,] 4 13 9 5 3 6 7 7 21 10 15 0 1
#> [186,] 4 21 14 5 3 11 16 6 10 22 22 7 1
#> [187,] 4 10 12 7 1 8 8 9 17 11 17 8 1
#> [188,] 1 13 12 5 3 15 7 10 17 12 16 2 1
#> [189,] 1 18 12 2 0 5 9 8 16 19 21 4 1
#> [190,] 4 36 20 11 5 22 16 9 27 19 28 6 4
#> [191,] 1 15 10 3 2 9 11 7 11 16 23 4 3
#> [192,] 5 12 14 8 0 9 11 7 11 18 9 7 1
#> [193,] 3 20 12 3 1 10 8 7 15 21 17 4 3
#> [194,] 2 15 13 3 1 7 17 4 15 13 16 8 2
#> [195,] 5 14 17 7 1 13 8 9 21 14 28 5 2
#> [196,] 2 20 15 5 0 12 14 13 18 25 18 13 4
#> [197,] 2 13 14 4 1 11 13 12 16 15 22 5 1
#> [198,] 2 20 9 3 3 16 10 8 12 17 21 6 2
#> [199,] 4 14 15 2 3 6 11 6 16 16 15 3 0
#> [200,] 2 24 13 8 3 13 5 10 24 13 18 5 3
#> [201,] 3 11 14 5 2 13 9 9 30 17 23 10 4
#> [202,] 3 22 13 5 3 14 13 7 19 16 24 6 1
#> [203,] 1 22 21 9 1 14 11 1 14 20 22 4 2
#> [204,] 4 15 13 2 2 6 12 15 19 28 20 8 3
#> [205,] 1 10 14 5 2 13 7 8 14 21 18 6 2
#> [206,] 7 27 13 9 2 20 14 10 17 26 36 8 5
#> [207,] 4 20 15 3 3 8 15 8 20 22 23 9 2
#> [208,] 2 16 7 4 3 9 11 4 19 18 12 2 2
#> [209,] 5 13 12 5 2 11 12 11 19 14 21 8 3
#> [210,] 5 17 13 3 1 11 16 2 15 19 13 4 1
#> [211,] 1 18 14 1 2 8 18 10 21 24 17 3 5
#> [212,] 3 16 14 2 0 6 11 5 14 15 15 6 0
#> [213,] 1 21 21 9 3 18 16 8 17 23 18 6 2
#> [214,] 3 15 9 2 2 6 11 4 10 14 24 5 2
#> [215,] 1 25 16 5 2 8 16 14 22 16 16 5 1
#> [216,] 2 19 7 5 0 8 14 6 14 10 25 6 0
#> [217,] 2 16 12 4 2 14 11 7 10 21 18 4 1
#> [218,] 2 20 20 6 3 18 13 11 17 16 27 10 1
#> [219,] 5 23 17 2 2 13 10 14 20 21 20 11 6
#> [220,] 1 16 11 4 2 13 9 9 7 11 16 4 1
#> [221,] 4 14 13 3 4 13 10 1 21 16 14 3 0
#> [222,] 4 25 14 8 1 17 17 10 24 12 22 8 1
#> [223,] 3 21 20 7 3 17 22 17 17 21 18 4 1
#> [224,] 4 25 15 4 1 18 7 10 28 14 18 7 2
#> [225,] 3 21 18 4 0 8 11 5 14 11 13 3 3
#> [226,] 6 20 9 2 2 17 14 7 24 22 27 6 1
#> [227,] 2 17 8 4 1 7 11 6 20 15 20 4 2
#> [228,] 2 23 9 5 1 6 7 9 16 13 23 6 2
#> [229,] 5 18 14 4 1 10 14 5 23 15 20 6 1
#> [230,] 1 24 17 2 2 9 12 7 14 14 18 6 4
#> [231,] 3 17 12 5 0 7 10 12 16 11 19 5 2
#> [232,] 2 22 13 1 1 9 9 8 18 16 13 5 2
#> [233,] 3 14 9 4 1 9 11 8 15 17 19 5 4
#> [234,] 6 10 11 3 2 12 12 5 13 14 18 5 1
#> [235,] 2 31 17 3 2 12 20 8 22 14 26 3 1
#> [236,] 5 24 10 5 1 6 12 2 12 30 16 4 5
#> [237,] 1 21 19 6 2 11 11 8 14 15 19 6 2
#> [238,] 4 15 14 8 1 8 14 8 19 10 15 7 3
#> [239,] 3 23 18 3 0 3 9 9 23 14 21 5 2
#> [240,] 5 31 8 5 3 13 11 7 19 19 34 8 6
#> [241,] 2 12 16 7 1 9 14 7 14 16 15 1 1
#> [242,] 4 14 17 4 2 7 15 5 16 13 15 2 5
#> [243,] 3 25 16 7 1 6 15 8 19 14 18 5 1
#> [244,] 2 17 18 7 2 20 9 7 13 18 13 8 3
#> [245,] 3 19 10 7 4 6 6 9 18 10 24 5 1
#> [246,] 1 13 14 4 1 6 7 8 10 9 13 3 1
#> [247,] 3 27 25 7 0 12 12 10 24 13 32 4 0
#> [248,] 3 18 11 8 2 10 11 8 15 20 13 2 3
#> [249,] 3 20 12 2 1 7 8 6 20 14 21 2 1
#> [250,] 3 16 17 3 2 12 7 6 30 20 18 9 4
#> [251,] 4 30 11 7 0 5 11 4 13 13 22 4 0
#> [252,] 5 19 11 1 1 4 11 4 12 14 12 2 1
#> [253,] 2 18 12 3 3 17 11 8 19 20 18 9 6
#> [254,] 4 22 21 4 3 11 14 10 16 25 20 6 4
#> [255,] 1 13 12 4 0 14 12 10 10 12 15 4 1
#> [256,] 1 24 21 10 2 26 29 10 20 17 27 3 6
#> [257,] 5 32 24 5 2 19 19 10 18 18 29 3 3
#> [258,] 2 21 22 7 2 11 14 10 23 14 28 6 1
#> [259,] 5 22 15 3 1 13 16 13 13 16 20 5 3
#> [260,] 1 23 10 1 1 12 10 11 13 20 21 6 2
#> [261,] 1 25 18 4 1 15 16 7 23 21 21 4 3
#> [262,] 5 18 12 2 0 15 11 6 18 15 27 7 3
#> [263,] 5 13 10 2 3 6 14 4 18 24 20 8 1
#> [264,] 3 35 9 4 0 10 11 9 14 22 27 5 5
#> [265,] 4 26 12 3 4 10 10 5 20 21 18 8 3
#> [266,] 1 21 21 7 2 10 19 9 11 18 21 4 3
#> [267,] 4 17 10 0 3 9 13 9 18 15 15 2 1
#> [268,] 2 23 17 6 1 14 10 9 13 21 24 3 1
#> [269,] 3 19 13 7 0 16 12 16 25 24 21 5 3
#> [270,] 1 15 10 8 3 9 11 14 15 21 18 5 3
#> [271,] 1 25 15 6 0 10 8 1 17 15 15 7 2
#> [272,] 2 18 12 8 4 15 10 5 23 9 12 3 2
#> [273,] 2 13 12 3 2 9 8 6 16 19 17 1 5
#> [274,] 2 15 19 7 3 15 16 10 22 22 20 8 4
#> [275,] 4 17 19 4 1 14 16 10 26 22 23 12 3
#> [276,] 3 7 13 6 3 10 11 7 13 14 13 5 1
#> [277,] 3 12 12 2 1 14 9 6 18 16 12 5 1
#> [278,] 0 19 11 4 1 9 10 4 16 19 24 4 0
#> [279,] 9 16 13 8 3 6 13 10 24 17 24 2 4
#> [280,] 5 23 31 6 1 13 22 14 19 25 25 4 5
#> [281,] 0 11 16 3 0 8 6 5 10 16 21 7 0
#> [282,] 1 19 13 6 1 5 11 4 13 13 14 5 1
#> [283,] 4 26 17 4 2 15 14 5 22 29 28 4 3
#> [284,] 3 21 13 7 1 10 19 9 25 15 21 9 5
#> [285,] 2 17 21 2 3 11 6 8 23 20 22 5 0
#> [286,] 4 12 14 5 0 10 12 10 17 14 20 8 2
#> [287,] 2 15 13 7 0 15 15 7 18 14 29 10 0
#> [288,] 6 17 18 5 1 15 17 10 21 27 23 6 0
#> [289,] 4 25 18 15 1 17 15 4 20 29 22 10 2
#> [290,] 2 13 17 4 2 8 9 4 15 13 16 5 4
#> [291,] 3 18 17 7 0 9 10 10 16 15 14 7 2
#> [292,] 2 25 15 5 3 9 8 5 19 14 15 3 2
#> [293,] 2 22 12 0 3 19 20 10 21 24 26 5 2
#> [294,] 1 9 17 7 3 13 5 6 14 7 15 3 1
#> [295,] 5 17 14 9 2 17 11 10 20 18 23 6 1
#> [296,] 4 18 15 10 2 9 13 8 14 14 17 5 4
#> [297,] 3 29 15 7 3 9 9 9 19 15 18 5 6
#> [298,] 0 11 14 9 1 6 13 7 13 15 18 5 5
#> [299,] 0 13 10 5 2 14 14 5 15 12 13 6 2
#> [300,] 4 18 14 9 0 15 12 10 21 17 15 7 3
#> [301,] 1 22 17 3 1 8 9 11 22 17 20 4 5
#> [302,] 1 17 18 5 3 7 15 10 18 10 27 5 4
#> [303,] 1 28 15 3 0 11 10 10 17 22 22 4 4
#> [304,] 2 21 19 4 2 14 16 5 13 17 20 7 4
#> [305,] 3 30 25 8 5 14 25 9 25 23 19 12 2
#> [306,] 2 12 11 2 4 7 7 4 12 15 17 1 1
#> [307,] 3 24 14 6 1 5 16 8 23 14 24 6 5
#> [308,] 5 26 22 6 2 9 16 8 20 24 20 8 8
#> [309,] 5 14 9 2 1 10 15 10 7 24 22 3 3
#> [310,] 3 24 15 6 1 11 12 6 25 20 23 10 1
#> [311,] 8 25 14 3 3 8 13 8 15 27 19 7 2
#> [312,] 5 13 11 2 1 5 15 8 11 18 11 3 0
#> [313,] 9 18 15 9 0 13 12 8 30 24 29 8 5
#> [314,] 3 15 14 10 1 11 11 9 18 27 30 7 2
#> [315,] 1 23 9 6 2 8 10 5 19 21 22 3 2
#> [316,] 7 20 14 3 2 10 11 4 13 21 28 7 5
#> [317,] 3 15 10 3 2 11 8 5 14 14 20 7 2
#> [318,] 2 20 15 2 0 9 12 4 9 16 17 2 1
#> [319,] 2 13 13 6 2 18 9 8 14 19 21 8 1
#> [320,] 2 20 13 7 3 8 16 9 21 19 32 5 2
#> [321,] 2 11 10 4 1 8 12 4 10 22 18 2 3
#> [322,] 4 24 20 1 1 7 11 18 23 31 30 4 4
#> [323,] 2 17 13 2 2 10 9 5 14 16 21 6 5
#> [324,] 0 14 12 3 0 8 8 9 11 14 18 0 5
#> [325,] 4 17 10 5 2 11 9 10 19 13 16 4 4
#> [326,] 5 22 20 4 2 18 17 6 15 22 24 6 1
#> [327,] 3 18 21 6 0 8 14 5 21 15 17 6 0
#> [328,] 3 19 10 7 1 16 11 6 17 14 20 4 4
#> [329,] 1 25 18 10 0 10 4 9 19 27 11 6 1
#> [330,] 2 17 16 4 1 11 17 9 28 10 23 4 0
#> [331,] 2 13 14 1 2 10 12 6 12 23 21 1 2
#> [332,] 5 16 13 4 0 15 12 8 13 19 13 1 1
#> [333,] 0 13 18 5 2 12 14 7 28 19 17 5 5
#> [334,] 3 25 18 7 1 11 17 18 23 24 28 10 2
#> [335,] 5 28 13 4 4 12 14 14 25 26 28 8 1
#> [336,] 5 20 17 6 5 10 18 7 21 21 17 4 0
#> [337,] 4 13 17 4 1 12 14 7 15 22 20 3 5
#> [338,] 1 33 14 3 5 15 24 20 16 29 25 5 3
#> [339,] 3 10 14 6 3 8 9 6 17 17 19 5 1
#> [340,] 1 15 16 5 1 16 11 5 11 16 21 1 2
#> [341,] 4 21 7 5 2 11 9 3 16 22 18 4 2
#> [342,] 4 21 17 4 2 12 18 9 24 19 26 5 2
#> [343,] 3 27 14 8 2 13 11 6 15 14 20 10 4
#> [344,] 4 25 20 5 2 13 16 10 16 32 22 13 3
#> [345,] 4 15 11 4 2 13 13 10 16 16 20 6 2
#> [346,] 10 26 16 3 4 12 11 12 23 24 24 5 3
#> [347,] 2 21 12 3 0 9 7 2 16 10 16 4 0
#> [348,] 1 16 17 9 3 7 9 10 21 16 19 3 0
#> [349,] 3 21 16 5 3 12 20 6 15 20 18 2 2
#> [350,] 4 19 12 2 4 10 9 10 13 17 31 6 1
#> [351,] 2 19 12 4 3 11 8 11 22 11 19 1 1
#> [352,] 1 23 10 2 3 10 13 6 12 12 22 7 3
#> [353,] 2 16 14 8 1 19 7 7 12 14 15 1 3
#> [354,] 1 17 9 2 2 5 6 6 10 13 21 5 3
#> [355,] 3 18 10 1 2 11 11 7 20 12 25 6 1
#> [356,] 1 26 14 14 1 12 16 12 21 30 20 6 5
#> [357,] 6 21 19 7 0 13 10 5 10 19 24 5 2
#> [358,] 2 20 11 11 1 13 8 8 16 14 28 6 4
#> [359,] 4 18 15 4 1 10 12 7 12 13 23 3 0
#> [360,] 1 19 18 8 4 13 17 7 27 30 18 12 0
#> [361,] 8 20 16 6 0 4 4 6 18 17 29 6 4
#> [362,] 2 18 11 6 1 11 12 11 16 13 25 5 2
#> [363,] 3 27 8 4 1 12 6 10 17 15 15 5 2
#> [364,] 5 14 10 5 1 12 12 6 21 15 29 7 2
#> [365,] 0 27 12 5 0 9 9 8 16 19 21 4 5
#> [366,] 4 17 16 1 0 11 6 7 24 13 17 4 1
#> [367,] 2 12 13 7 3 8 20 4 9 22 17 6 2
#> [368,] 2 21 11 4 4 11 15 13 15 25 20 6 6
#> [369,] 2 10 15 3 1 12 15 7 13 6 9 3 3
#> [370,] 3 22 13 7 2 23 8 11 21 26 15 6 1
#> [371,] 5 21 16 6 0 14 11 9 16 17 26 5 2
#> [372,] 3 17 14 3 0 13 10 4 12 19 17 4 4
#> [373,] 1 19 17 4 4 12 20 9 24 17 19 8 0
#> [374,] 3 19 12 5 0 11 4 7 11 12 20 9 0
#> [375,] 2 15 18 6 2 12 9 7 18 18 13 8 3
#> [376,] 5 25 23 6 5 22 20 9 20 19 21 1 3
#> [377,] 2 18 12 5 2 12 8 4 15 13 9 3 1
#> [378,] 3 18 19 5 0 16 11 14 21 18 18 10 3
#> [379,] 0 11 7 3 0 7 17 5 12 18 20 5 4
#> [380,] 3 13 12 10 0 14 11 5 15 19 12 4 3
#> [381,] 6 17 25 5 1 14 11 13 25 22 25 4 3
#> [382,] 3 20 12 3 2 13 11 9 13 19 18 3 1
#> [383,] 1 21 17 2 2 12 11 9 15 14 17 4 4
#> [384,] 5 23 15 7 1 12 19 5 26 24 29 5 1
#> [385,] 3 13 7 5 2 9 11 6 16 13 16 6 1
#> [386,] 4 17 13 7 0 11 8 8 13 10 14 5 2
#> [387,] 6 25 14 5 1 14 13 7 20 20 20 6 3
#> [388,] 5 29 21 7 3 18 21 9 18 19 32 8 6
#> [389,] 3 12 11 5 3 6 12 9 13 16 25 3 4
#> [390,] 3 13 13 5 2 2 8 2 12 7 13 8 1
#> [391,] 3 21 10 1 2 9 10 5 12 26 24 7 2
#> [392,] 1 21 14 3 4 11 11 6 14 22 12 3 2
#> [393,] 3 12 15 6 1 6 12 9 14 16 17 6 2
#> [394,] 5 16 12 3 1 11 14 7 13 17 20 4 1
#> [395,] 4 24 26 3 1 14 23 9 27 21 27 1 3
#> [396,] 5 19 11 7 2 9 9 7 19 18 17 4 2
#> [397,] 3 14 13 4 4 9 10 8 16 20 17 2 1
#> [398,] 3 10 15 2 1 3 8 3 14 10 12 7 1
#> [399,] 5 19 19 5 2 13 9 4 16 12 33 10 2
#> [400,] 1 19 17 4 1 9 8 8 19 18 15 6 2
#> [401,] 3 19 13 2 1 13 12 2 15 21 15 5 1
#> [402,] 1 14 16 7 0 10 6 6 14 13 17 7 3
#> [403,] 2 19 12 2 2 6 17 10 26 18 21 6 3
#> [404,] 1 21 13 0 3 10 14 6 15 17 12 6 3
#> [405,] 0 13 6 5 0 6 9 4 17 17 9 3 5
#> [406,] 4 17 15 5 0 15 21 3 18 17 21 7 0
#> [407,] 4 19 8 6 1 8 13 6 12 19 17 6 1
#> [408,] 1 18 9 4 3 9 11 6 16 14 22 2 3
#> [409,] 7 19 10 3 3 8 11 6 12 9 19 6 3
#> [410,] 3 27 16 6 2 18 19 8 25 19 19 7 4
#> [411,] 4 21 19 5 1 13 12 5 19 21 26 5 1
#> [412,] 3 17 10 7 2 8 9 6 13 19 8 4 4
#> [413,] 5 13 14 7 1 9 15 8 10 18 26 1 2
#> [414,] 1 16 19 8 0 10 12 5 20 26 22 8 2
#> [415,] 3 12 6 5 1 16 9 2 15 22 18 3 1
#> [416,] 6 11 18 5 2 14 12 6 17 17 20 1 2
#> [417,] 1 15 9 4 0 6 9 8 16 10 17 6 0
#> [418,] 4 15 18 4 0 15 8 7 14 11 14 6 1
#> [419,] 1 21 8 2 2 17 8 8 17 17 25 3 1
#> [420,] 4 13 8 3 4 12 11 5 8 10 21 0 2
#> [421,] 2 15 13 3 1 9 7 11 8 13 18 4 4
#> [422,] 3 12 18 8 1 13 16 9 20 15 24 7 3
#> [423,] 1 11 14 1 1 9 8 10 18 11 14 3 4
#> [424,] 2 20 11 6 2 12 10 5 18 19 12 7 3
#> [425,] 3 21 10 7 2 16 17 13 17 18 19 9 1
#> [426,] 4 21 16 7 2 15 12 5 18 24 18 6 1
#> [427,] 6 16 11 8 2 5 9 4 15 20 11 3 3
#> [428,] 2 18 6 6 1 5 6 6 12 22 20 3 2
#> [429,] 2 27 11 4 1 6 13 10 24 18 31 4 0
#> [430,] 6 13 15 5 1 12 10 3 15 16 24 2 1
#> [431,] 4 29 22 8 1 16 13 13 18 24 30 7 4
#> [432,] 5 19 20 6 1 14 15 9 13 15 25 6 3
#> [433,] 3 20 11 5 1 10 14 8 13 17 14 7 1
#> [434,] 1 13 9 2 1 15 6 6 13 21 18 4 4
#> [435,] 1 16 12 5 1 9 13 6 8 19 18 3 3
#> [436,] 1 9 9 2 1 13 10 4 14 15 15 7 2
#> [437,] 4 14 9 3 1 12 7 9 27 13 19 4 0
#> [438,] 3 20 13 2 2 12 13 7 19 23 13 6 6
#> [439,] 4 21 15 9 6 17 17 11 31 22 22 1 0
#> [440,] 4 16 17 3 5 6 10 4 12 24 23 8 1
#> [441,] 4 19 10 6 1 14 13 8 26 24 19 4 5
#> [442,] 3 20 10 5 2 12 17 8 10 20 27 4 3
#> [443,] 2 27 18 9 5 12 17 9 27 23 28 4 2
#> [444,] 4 20 10 3 3 14 8 4 9 21 16 7 1
#> [445,] 4 18 7 4 0 8 8 9 11 18 14 2 4
#> [446,] 2 19 11 4 1 19 8 6 15 15 26 6 3
#> [447,] 1 18 14 5 0 14 7 8 17 23 17 7 3
#> [448,] 2 19 9 2 1 18 12 5 12 21 24 3 0
#> [449,] 5 20 20 3 0 21 16 9 15 24 28 5 3
#> [450,] 3 25 11 6 2 7 18 8 14 18 22 4 3
#> [451,] 3 13 14 2 5 11 14 3 12 16 16 5 3
#> [452,] 4 13 15 6 0 16 11 5 17 14 26 2 2
#> [453,] 3 11 18 9 1 11 10 8 18 17 19 5 2
#> [454,] 2 10 15 2 1 12 6 1 8 18 13 5 2
#> [455,] 0 8 11 3 3 16 3 9 12 18 20 1 1
#> [456,] 1 11 18 2 1 8 10 4 24 17 16 3 2
#> [457,] 3 18 7 4 1 12 8 2 23 16 18 2 3
#> [458,] 2 16 7 4 3 14 21 9 15 13 12 5 3
#> [459,] 2 24 13 4 3 13 13 9 19 22 20 8 3
#> [460,] 2 15 6 4 3 13 12 8 11 12 13 3 0
#> [461,] 4 15 11 4 3 15 13 10 20 22 15 9 1
#> [462,] 5 26 13 8 3 9 13 6 23 18 23 7 3
#> [463,] 6 19 18 10 1 10 11 10 18 24 17 6 2
#> [464,] 7 19 20 7 2 11 13 9 19 22 22 3 5
#> [465,] 5 17 19 4 0 11 16 4 26 22 23 8 2
#> [466,] 4 17 19 4 0 7 8 6 14 8 22 3 2
#> [467,] 1 31 13 4 2 8 14 17 27 16 21 6 2
#> [468,] 3 32 12 8 0 7 10 10 20 19 18 5 3
#> [469,] 4 31 14 8 5 15 13 10 23 26 17 4 5
#> [470,] 3 9 12 2 0 6 7 6 15 13 11 2 0
#> [471,] 4 17 17 2 1 13 13 2 26 15 18 9 5
#> [472,] 5 20 13 4 1 12 19 7 12 15 19 9 2
#> [473,] 4 12 16 3 1 11 10 12 13 12 23 7 2
#> [474,] 2 17 7 6 0 7 9 8 13 18 14 10 1
#> [475,] 4 19 15 4 1 13 12 8 13 26 17 4 3
#> [476,] 2 14 5 5 3 7 15 9 17 17 20 9 1
#> [477,] 4 12 8 6 2 14 8 7 14 13 14 6 3
#> [478,] 6 16 16 2 1 14 10 7 14 16 17 5 2
#> [479,] 3 12 10 4 2 9 12 9 17 12 24 2 3
#> [480,] 2 27 19 8 1 16 18 5 16 19 14 5 6
#> [481,] 0 19 14 2 6 7 9 8 14 12 18 5 1
#> [482,] 4 16 19 6 0 17 14 14 16 23 27 5 3
#> [483,] 1 23 10 2 2 11 12 1 15 22 23 4 2
#> [484,] 3 22 13 3 0 18 8 10 17 27 19 8 1
#> [485,] 4 16 13 9 2 12 11 8 12 21 18 5 2
#> [486,] 4 17 13 8 3 9 11 9 14 18 16 4 1
#> [487,] 5 14 15 3 1 9 15 13 23 25 24 6 3
#> [488,] 1 25 19 5 5 14 8 8 18 24 26 1 1
#> [489,] 3 25 16 7 1 16 13 8 26 20 24 5 2
#> [490,] 5 23 17 6 3 16 17 8 25 28 21 6 3
#> [491,] 4 14 8 6 0 5 9 10 14 12 25 8 0
#> [492,] 3 28 21 12 2 15 20 15 24 19 36 3 4
#> [493,] 1 19 18 5 4 9 10 9 15 14 16 7 3
#> [494,] 7 18 15 6 1 7 12 5 28 23 16 5 4
#> [495,] 3 15 23 4 1 10 8 5 13 11 21 5 2
#> [496,] 1 16 9 1 3 11 15 6 12 13 11 5 2
#> [497,] 2 30 16 5 2 11 22 10 25 19 24 3 3
#> [498,] 3 14 10 10 4 19 13 10 20 20 22 3 2
#> [499,] 4 12 10 3 0 7 11 4 13 11 16 3 0
#> [500,] 8 22 17 5 2 10 13 8 16 18 25 7 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20]
#> [1,] 7 8 3 8 2 6 24
#> [2,] 9 12 6 13 5 8 26
#> [3,] 9 9 7 9 1 10 14
#> [4,] 2 11 6 12 1 12 26
#> [5,] 12 15 4 15 1 10 27
#> [6,] 7 13 6 11 3 9 23
#> [7,] 9 10 2 11 4 9 21
#> [8,] 10 15 6 8 3 12 17
#> [9,] 10 10 6 13 3 4 18
#> [10,] 4 7 2 9 1 11 22
#> [11,] 10 12 7 6 2 12 36
#> [12,] 4 12 11 9 1 3 17
#> [13,] 12 6 3 14 2 11 23
#> [14,] 8 16 7 9 4 13 22
#> [15,] 8 8 6 9 4 8 24
#> [16,] 7 10 1 11 4 7 16
#> [17,] 7 9 4 7 1 10 16
#> [18,] 6 12 6 6 3 10 25
#> [19,] 7 13 7 9 6 7 19
#> [20,] 14 17 5 10 2 9 25
#> [21,] 5 10 7 9 4 10 22
#> [22,] 6 7 1 10 3 8 21
#> [23,] 10 14 9 9 5 6 22
#> [24,] 7 6 5 5 3 6 19
#> [25,] 12 7 8 10 3 7 16
#> [26,] 12 24 5 16 4 11 30
#> [27,] 7 16 3 13 2 8 17
#> [28,] 11 10 6 4 1 9 18
#> [29,] 9 6 9 13 4 13 24
#> [30,] 9 4 5 4 4 4 11
#> [31,] 5 10 7 8 4 14 14
#> [32,] 5 8 3 9 0 6 25
#> [33,] 7 15 3 21 3 12 22
#> [34,] 13 12 3 8 3 6 25
#> [35,] 8 10 6 7 2 10 28
#> [36,] 15 12 7 10 1 14 30
#> [37,] 4 7 2 5 1 6 13
#> [38,] 15 15 11 10 5 15 33
#> [39,] 5 12 6 9 4 8 33
#> [40,] 10 10 7 8 1 9 13
#> [41,] 13 9 8 11 5 10 26
#> [42,] 12 5 4 7 2 4 14
#> [43,] 17 9 8 13 4 7 20
#> [44,] 8 10 3 8 1 9 19
#> [45,] 5 8 7 10 2 9 24
#> [46,] 7 10 3 12 2 10 16
#> [47,] 10 17 4 16 1 9 17
#> [48,] 7 12 5 8 3 9 28
#> [49,] 3 18 5 9 3 14 28
#> [50,] 9 11 5 7 2 5 17
#> [51,] 7 9 4 8 2 4 15
#> [52,] 8 10 6 7 3 6 23
#> [53,] 12 16 9 11 2 10 24
#> [54,] 7 12 8 14 5 6 24
#> [55,] 8 12 5 14 6 7 34
#> [56,] 12 7 7 9 2 8 25
#> [57,] 10 8 6 12 5 13 20
#> [58,] 9 13 7 8 4 4 20
#> [59,] 11 7 5 8 2 11 22
#> [60,] 6 9 3 8 4 5 17
#> [61,] 11 12 4 11 4 13 27
#> [62,] 6 13 5 12 3 12 32
#> [63,] 8 11 4 18 1 8 21
#> [64,] 10 12 7 15 7 7 27
#> [65,] 6 10 7 6 5 10 18
#> [66,] 12 11 4 14 4 10 33
#> [67,] 5 7 3 6 2 6 7
#> [68,] 13 7 6 14 4 13 26
#> [69,] 6 14 10 7 4 5 23
#> [70,] 8 11 5 12 2 4 21
#> [71,] 7 16 3 12 4 9 21
#> [72,] 5 12 5 4 3 9 24
#> [73,] 13 7 3 11 2 10 24
#> [74,] 5 9 4 7 1 9 25
#> [75,] 3 5 5 15 2 12 24
#> [76,] 11 13 8 15 3 13 20
#> [77,] 9 5 4 11 2 10 18
#> [78,] 11 9 4 13 3 10 27
#> [79,] 11 11 7 10 2 11 16
#> [80,] 11 10 6 15 3 8 18
#> [81,] 5 7 2 13 1 5 25
#> [82,] 3 13 4 11 1 12 17
#> [83,] 6 12 6 5 2 11 19
#> [84,] 13 14 3 10 2 7 20
#> [85,] 12 5 4 6 1 7 18
#> [86,] 5 10 5 9 3 8 16
#> [87,] 18 8 3 15 5 7 26
#> [88,] 12 10 8 12 0 12 23
#> [89,] 10 8 3 9 2 9 25
#> [90,] 8 17 7 15 2 15 30
#> [91,] 11 9 10 8 4 11 29
#> [92,] 4 7 4 5 7 5 22
#> [93,] 11 14 2 6 2 11 25
#> [94,] 6 14 8 13 0 10 19
#> [95,] 9 10 9 23 2 11 28
#> [96,] 17 11 7 16 8 9 22
#> [97,] 9 12 6 7 3 5 23
#> [98,] 7 11 3 7 3 7 17
#> [99,] 10 4 3 7 0 10 21
#> [100,] 11 16 4 19 6 9 23
#> [101,] 2 8 6 12 3 22 35
#> [102,] 6 14 6 8 0 5 28
#> [103,] 12 11 5 14 3 19 20
#> [104,] 5 10 3 8 3 9 32
#> [105,] 7 13 4 4 3 8 25
#> [106,] 7 8 7 7 3 16 24
#> [107,] 10 11 7 13 1 9 26
#> [108,] 9 12 7 12 6 8 21
#> [109,] 6 6 4 7 3 8 13
#> [110,] 10 13 2 11 2 14 17
#> [111,] 10 8 5 12 4 9 9
#> [112,] 12 13 8 9 2 14 21
#> [113,] 11 13 8 9 1 11 22
#> [114,] 6 10 3 10 1 10 15
#> [115,] 10 9 9 10 0 8 25
#> [116,] 4 10 6 13 6 11 28
#> [117,] 5 11 8 9 1 6 21
#> [118,] 1 10 5 16 4 16 23
#> [119,] 4 7 8 8 1 12 29
#> [120,] 10 12 4 10 1 9 26
#> [121,] 14 6 4 10 4 9 15
#> [122,] 7 7 5 5 8 7 18
#> [123,] 17 13 4 15 2 20 26
#> [124,] 11 8 7 10 2 13 32
#> [125,] 3 10 4 7 4 12 23
#> [126,] 8 18 8 12 3 10 26
#> [127,] 2 7 6 10 2 5 14
#> [128,] 6 15 4 6 6 12 20
#> [129,] 10 7 7 7 1 9 17
#> [130,] 12 10 7 13 3 10 42
#> [131,] 15 14 8 18 8 12 30
#> [132,] 7 6 6 9 3 9 23
#> [133,] 6 7 6 14 1 7 24
#> [134,] 10 9 2 4 4 10 16
#> [135,] 4 9 4 9 4 7 27
#> [136,] 8 12 5 12 3 15 21
#> [137,] 7 7 7 12 2 10 26
#> [138,] 9 11 3 12 2 9 17
#> [139,] 12 21 6 8 2 16 20
#> [140,] 4 21 3 18 4 8 16
#> [141,] 8 7 3 5 1 4 17
#> [142,] 8 14 9 10 2 15 19
#> [143,] 9 11 5 15 3 9 19
#> [144,] 10 8 7 12 1 11 29
#> [145,] 4 11 7 6 1 7 12
#> [146,] 3 14 5 10 5 8 16
#> [147,] 6 7 1 4 1 10 9
#> [148,] 7 5 6 12 3 17 28
#> [149,] 4 9 8 11 6 10 19
#> [150,] 10 11 5 10 1 10 22
#> [151,] 8 10 10 7 2 13 26
#> [152,] 5 10 4 10 3 11 17
#> [153,] 15 12 7 10 3 7 31
#> [154,] 5 7 7 8 2 6 20
#> [155,] 7 15 5 9 3 11 17
#> [156,] 11 7 4 6 3 10 24
#> [157,] 3 10 7 6 5 8 20
#> [158,] 7 5 2 8 3 7 21
#> [159,] 12 7 7 15 3 10 24
#> [160,] 9 15 11 10 5 11 29
#> [161,] 5 10 6 9 2 12 21
#> [162,] 10 11 4 4 0 9 14
#> [163,] 9 9 4 6 2 8 12
#> [164,] 9 10 4 11 5 16 25
#> [165,] 5 10 1 7 1 11 23
#> [166,] 5 10 2 14 4 11 36
#> [167,] 4 6 4 8 1 8 16
#> [168,] 7 14 5 14 4 15 38
#> [169,] 11 10 7 12 2 13 24
#> [170,] 15 9 6 24 4 11 30
#> [171,] 9 5 3 11 3 15 25
#> [172,] 6 10 6 15 3 9 23
#> [173,] 8 7 8 10 4 6 29
#> [174,] 6 4 3 3 0 8 21
#> [175,] 11 9 9 18 2 12 23
#> [176,] 7 9 7 11 4 10 18
#> [177,] 7 9 5 14 3 15 20
#> [178,] 8 12 5 15 0 19 22
#> [179,] 18 11 4 17 1 16 37
#> [180,] 7 15 4 8 1 8 22
#> [181,] 9 9 10 10 4 7 20
#> [182,] 12 12 7 11 2 5 27
#> [183,] 13 7 8 11 3 9 18
#> [184,] 10 7 2 5 0 3 22
#> [185,] 5 9 8 13 2 6 18
#> [186,] 7 10 6 6 6 12 15
#> [187,] 8 7 4 6 3 9 20
#> [188,] 7 9 2 4 1 14 14
#> [189,] 5 6 5 13 3 7 19
#> [190,] 9 19 7 10 5 13 29
#> [191,] 5 13 3 8 1 4 14
#> [192,] 8 9 12 9 2 12 18
#> [193,] 8 9 5 8 5 14 30
#> [194,] 5 13 3 11 7 4 26
#> [195,] 7 10 8 16 4 17 25
#> [196,] 8 10 4 9 2 8 31
#> [197,] 13 6 6 10 4 9 22
#> [198,] 3 15 6 10 0 9 18
#> [199,] 7 4 0 5 2 13 18
#> [200,] 6 13 6 8 2 7 26
#> [201,] 5 6 5 6 4 14 18
#> [202,] 9 5 2 10 4 6 20
#> [203,] 8 15 14 6 4 9 27
#> [204,] 9 13 7 13 4 4 21
#> [205,] 4 10 3 13 1 11 18
#> [206,] 17 8 5 12 3 11 27
#> [207,] 9 11 7 9 3 7 26
#> [208,] 11 8 1 13 1 10 16
#> [209,] 15 14 2 8 3 5 21
#> [210,] 7 6 0 10 3 11 16
#> [211,] 12 7 4 9 1 6 24
#> [212,] 9 14 4 9 2 2 21
#> [213,] 8 10 1 6 3 9 27
#> [214,] 9 4 3 3 3 5 14
#> [215,] 7 11 7 5 3 9 11
#> [216,] 5 7 5 14 2 7 14
#> [217,] 5 10 6 10 3 10 20
#> [218,] 11 16 6 8 4 14 29
#> [219,] 14 11 7 9 6 12 32
#> [220,] 3 8 5 5 1 12 14
#> [221,] 5 6 5 13 3 11 22
#> [222,] 10 13 5 9 5 14 29
#> [223,] 4 21 7 15 3 14 29
#> [224,] 8 15 6 8 3 17 25
#> [225,] 6 7 4 10 4 6 17
#> [226,] 8 12 8 13 1 6 25
#> [227,] 7 13 4 7 3 8 21
#> [228,] 12 9 5 5 3 10 18
#> [229,] 11 11 5 7 6 14 23
#> [230,] 9 12 5 6 2 7 22
#> [231,] 3 14 7 11 4 10 21
#> [232,] 9 11 3 8 3 3 25
#> [233,] 9 9 3 7 0 9 22
#> [234,] 11 10 3 8 1 9 18
#> [235,] 11 10 8 11 3 15 30
#> [236,] 5 11 7 5 1 3 15
#> [237,] 15 10 6 11 0 13 26
#> [238,] 7 10 5 11 3 7 20
#> [239,] 7 8 5 12 4 12 15
#> [240,] 11 14 13 12 5 15 32
#> [241,] 9 12 7 12 1 12 30
#> [242,] 6 10 5 10 2 8 24
#> [243,] 7 5 5 8 3 13 20
#> [244,] 7 12 3 8 4 4 20
#> [245,] 7 6 5 10 3 7 24
#> [246,] 4 6 3 9 3 7 12
#> [247,] 8 12 8 16 2 14 28
#> [248,] 4 9 6 12 3 6 19
#> [249,] 6 14 8 6 1 10 26
#> [250,] 6 8 12 6 4 7 32
#> [251,] 14 8 3 9 5 7 24
#> [252,] 8 6 4 11 1 11 21
#> [253,] 12 8 5 8 3 10 11
#> [254,] 8 7 8 16 3 12 23
#> [255,] 4 13 7 8 7 12 22
#> [256,] 7 18 6 16 2 12 30
#> [257,] 13 16 8 13 2 10 40
#> [258,] 9 12 4 9 4 14 29
#> [259,] 6 11 5 11 4 3 20
#> [260,] 14 10 4 10 1 16 17
#> [261,] 15 10 5 10 1 11 36
#> [262,] 8 14 9 9 3 8 20
#> [263,] 7 9 4 9 5 11 26
#> [264,] 9 7 5 10 3 14 20
#> [265,] 4 10 5 13 2 9 28
#> [266,] 8 11 7 11 4 13 16
#> [267,] 6 9 2 6 0 7 25
#> [268,] 10 7 3 11 0 5 20
#> [269,] 8 13 10 17 7 7 17
#> [270,] 6 10 6 12 3 5 16
#> [271,] 7 8 6 14 1 8 23
#> [272,] 9 8 4 11 2 7 18
#> [273,] 8 7 4 11 3 9 20
#> [274,] 11 11 9 9 4 15 25
#> [275,] 7 10 6 17 4 8 35
#> [276,] 6 5 7 9 3 6 25
#> [277,] 4 8 3 8 1 11 18
#> [278,] 9 13 7 14 2 6 23
#> [279,] 7 8 8 12 0 9 23
#> [280,] 13 11 6 14 4 11 29
#> [281,] 6 13 3 15 3 9 16
#> [282,] 6 12 6 7 1 7 19
#> [283,] 7 13 5 11 5 8 26
#> [284,] 10 14 1 12 2 10 22
#> [285,] 8 9 5 8 3 14 22
#> [286,] 14 9 6 10 3 9 16
#> [287,] 9 12 3 14 3 13 25
#> [288,] 10 17 3 18 6 9 27
#> [289,] 12 5 7 15 3 8 23
#> [290,] 2 3 7 13 5 11 20
#> [291,] 12 9 5 11 3 12 17
#> [292,] 6 13 7 18 3 11 21
#> [293,] 15 9 4 5 3 15 23
#> [294,] 6 17 6 4 2 7 31
#> [295,] 11 15 7 6 1 12 19
#> [296,] 5 5 2 9 1 9 27
#> [297,] 10 6 10 11 4 12 29
#> [298,] 9 13 6 5 6 9 15
#> [299,] 10 6 1 13 3 11 17
#> [300,] 11 11 6 11 5 5 30
#> [301,] 9 16 8 13 3 10 22
#> [302,] 7 9 5 12 4 7 21
#> [303,] 7 10 8 18 2 11 33
#> [304,] 7 13 12 12 2 11 23
#> [305,] 12 11 5 14 4 9 29
#> [306,] 4 8 4 5 2 4 10
#> [307,] 7 10 7 10 4 10 17
#> [308,] 17 9 8 13 6 19 28
#> [309,] 8 5 2 10 6 15 33
#> [310,] 12 15 3 11 4 13 25
#> [311,] 19 11 10 16 1 7 28
#> [312,] 8 6 6 7 5 8 12
#> [313,] 3 14 5 13 6 9 30
#> [314,] 8 12 4 11 6 10 20
#> [315,] 9 9 2 11 5 11 23
#> [316,] 11 12 9 11 3 10 25
#> [317,] 7 10 5 7 2 9 17
#> [318,] 6 4 6 11 2 6 16
#> [319,] 10 14 4 7 4 10 22
#> [320,] 8 8 6 9 6 13 29
#> [321,] 8 7 5 8 1 8 24
#> [322,] 13 16 7 20 6 9 22
#> [323,] 9 11 4 13 2 11 18
#> [324,] 10 6 9 5 5 9 20
#> [325,] 10 8 4 12 2 4 17
#> [326,] 8 18 8 6 1 16 23
#> [327,] 9 10 8 8 2 9 23
#> [328,] 7 11 4 9 3 15 23
#> [329,] 12 7 2 8 2 9 20
#> [330,] 13 11 11 10 2 12 28
#> [331,] 6 12 5 11 2 10 20
#> [332,] 10 8 4 5 3 7 18
#> [333,] 8 4 6 7 4 11 23
#> [334,] 8 12 8 11 3 17 16
#> [335,] 15 13 12 15 5 12 30
#> [336,] 13 12 6 16 0 23 36
#> [337,] 5 11 4 13 2 6 19
#> [338,] 11 14 5 14 5 14 20
#> [339,] 11 7 3 9 2 7 16
#> [340,] 6 8 2 5 5 4 20
#> [341,] 8 14 5 4 1 8 22
#> [342,] 8 16 5 17 3 12 13
#> [343,] 9 12 8 9 4 16 21
#> [344,] 12 12 5 10 6 17 21
#> [345,] 13 8 4 7 2 10 26
#> [346,] 11 11 6 15 3 6 24
#> [347,] 14 7 0 4 2 7 20
#> [348,] 5 7 2 9 3 15 23
#> [349,] 11 16 3 17 4 11 29
#> [350,] 9 10 5 10 1 10 23
#> [351,] 6 8 3 10 4 13 23
#> [352,] 7 9 3 8 2 4 15
#> [353,] 9 11 3 5 1 12 19
#> [354,] 9 12 2 8 3 7 23
#> [355,] 15 18 2 4 0 8 24
#> [356,] 7 11 7 11 2 11 28
#> [357,] 10 14 4 5 4 14 24
#> [358,] 3 14 5 11 1 12 19
#> [359,] 11 5 6 6 2 7 27
#> [360,] 10 11 7 16 5 15 29
#> [361,] 7 8 1 7 2 9 27
#> [362,] 9 10 8 7 4 14 12
#> [363,] 16 9 5 9 4 9 20
#> [364,] 10 7 4 8 3 5 24
#> [365,] 11 11 10 8 2 11 16
#> [366,] 8 8 6 6 7 8 20
#> [367,] 5 6 4 13 1 9 24
#> [368,] 7 17 7 12 1 14 27
#> [369,] 8 12 9 8 1 7 23
#> [370,] 3 9 2 17 5 6 24
#> [371,] 4 12 4 7 3 7 22
#> [372,] 11 14 4 3 5 15 30
#> [373,] 12 14 9 18 3 10 23
#> [374,] 14 9 4 9 6 7 14
#> [375,] 6 9 6 13 4 9 26
#> [376,] 14 22 4 15 3 8 25
#> [377,] 9 7 7 7 0 6 18
#> [378,] 9 5 8 9 5 11 38
#> [379,] 7 8 8 3 6 15 14
#> [380,] 7 7 5 9 4 15 13
#> [381,] 13 7 12 19 6 13 24
#> [382,] 9 6 4 9 2 8 20
#> [383,] 7 11 6 7 2 2 22
#> [384,] 6 20 6 14 6 18 27
#> [385,] 6 2 3 1 0 8 21
#> [386,] 8 4 6 10 2 10 31
#> [387,] 9 11 5 13 4 11 16
#> [388,] 11 9 6 17 6 14 35
#> [389,] 6 11 3 9 6 18 17
#> [390,] 11 7 9 15 3 10 20
#> [391,] 11 11 4 8 4 9 27
#> [392,] 6 8 4 4 2 15 21
#> [393,] 8 12 3 10 1 5 24
#> [394,] 8 6 6 6 2 7 20
#> [395,] 7 12 9 10 3 7 25
#> [396,] 4 10 3 17 4 16 20
#> [397,] 4 5 5 7 2 8 20
#> [398,] 6 11 1 5 2 8 22
#> [399,] 10 12 6 11 3 11 23
#> [400,] 7 14 5 10 0 9 23
#> [401,] 7 9 4 8 2 6 20
#> [402,] 8 9 5 6 3 6 22
#> [403,] 12 9 9 8 5 12 33
#> [404,] 5 8 2 8 7 7 17
#> [405,] 3 5 2 8 1 8 14
#> [406,] 10 10 4 13 3 11 23
#> [407,] 6 10 4 13 3 4 15
#> [408,] 9 11 3 6 3 8 20
#> [409,] 8 7 6 5 1 10 26
#> [410,] 15 19 5 3 5 11 27
#> [411,] 9 10 6 5 3 9 37
#> [412,] 4 12 7 5 1 10 11
#> [413,] 12 12 5 10 1 11 24
#> [414,] 9 10 7 14 2 9 30
#> [415,] 10 11 9 6 4 7 19
#> [416,] 5 10 6 14 0 3 19
#> [417,] 5 12 3 9 0 8 18
#> [418,] 4 14 2 9 4 12 17
#> [419,] 9 14 1 7 0 9 20
#> [420,] 8 8 5 7 2 11 18
#> [421,] 5 5 4 8 1 12 13
#> [422,] 10 10 6 15 2 16 18
#> [423,] 9 5 5 7 0 2 19
#> [424,] 9 15 5 8 2 9 18
#> [425,] 7 5 5 18 7 6 22
#> [426,] 6 12 4 6 5 9 28
#> [427,] 4 9 4 8 2 5 19
#> [428,] 6 7 5 7 4 9 17
#> [429,] 9 16 12 9 4 11 22
#> [430,] 8 16 10 12 4 9 19
#> [431,] 10 10 12 11 10 11 26
#> [432,] 9 15 2 13 3 9 29
#> [433,] 4 10 6 4 0 8 23
#> [434,] 5 9 6 9 4 10 16
#> [435,] 4 14 3 11 4 7 23
#> [436,] 7 5 5 6 2 4 19
#> [437,] 10 9 7 8 5 8 29
#> [438,] 10 11 4 15 1 8 21
#> [439,] 12 16 9 7 2 8 16
#> [440,] 10 5 5 10 4 12 20
#> [441,] 15 11 9 12 2 7 22
#> [442,] 7 18 7 11 3 6 23
#> [443,] 10 16 10 12 2 16 22
#> [444,] 4 5 7 10 3 12 22
#> [445,] 6 3 5 14 2 11 14
#> [446,] 12 10 5 7 4 8 29
#> [447,] 7 9 4 6 2 6 26
#> [448,] 7 12 7 5 2 9 21
#> [449,] 18 8 2 13 5 10 29
#> [450,] 9 8 6 6 1 13 23
#> [451,] 7 3 2 4 4 15 19
#> [452,] 12 11 5 8 4 6 19
#> [453,] 7 9 4 8 2 8 18
#> [454,] 8 4 4 11 1 4 23
#> [455,] 4 12 4 6 3 7 21
#> [456,] 2 13 6 6 3 3 19
#> [457,] 6 9 4 11 3 10 17
#> [458,] 4 12 7 9 3 12 18
#> [459,] 8 6 4 14 3 12 18
#> [460,] 10 6 6 6 3 8 25
#> [461,] 8 7 3 11 2 6 20
#> [462,] 8 14 5 7 5 9 13
#> [463,] 8 11 5 11 3 10 27
#> [464,] 6 10 10 14 4 7 27
#> [465,] 9 13 4 8 0 18 32
#> [466,] 8 8 7 7 2 4 16
#> [467,] 10 7 6 14 2 8 25
#> [468,] 8 17 4 12 6 14 27
#> [469,] 5 10 8 14 4 11 30
#> [470,] 6 6 2 10 3 5 14
#> [471,] 12 7 7 12 1 8 17
#> [472,] 4 11 6 9 0 6 14
#> [473,] 8 7 6 11 1 8 23
#> [474,] 6 2 3 15 1 4 24
#> [475,] 9 10 7 13 3 8 17
#> [476,] 14 6 7 9 2 14 23
#> [477,] 13 8 4 9 1 6 12
#> [478,] 4 13 5 14 3 14 23
#> [479,] 10 12 7 5 2 15 16
#> [480,] 10 15 9 13 4 8 29
#> [481,] 6 12 9 9 3 6 18
#> [482,] 16 8 10 8 2 11 27
#> [483,] 16 11 9 8 4 12 24
#> [484,] 10 10 3 12 2 7 18
#> [485,] 8 1 1 7 4 7 13
#> [486,] 4 7 5 10 5 6 21
#> [487,] 10 6 7 17 6 10 23
#> [488,] 9 16 4 7 3 15 23
#> [489,] 5 19 12 12 5 19 25
#> [490,] 5 12 7 14 2 9 25
#> [491,] 8 5 6 5 3 7 9
#> [492,] 13 11 11 13 7 14 24
#> [493,] 8 7 5 9 2 14 25
#> [494,] 5 9 6 9 2 9 21
#> [495,] 6 8 6 13 2 11 16
#> [496,] 6 8 6 9 3 4 21
#> [497,] 6 7 5 11 1 11 34
#> [498,] 5 6 6 6 5 12 28
#> [499,] 5 10 2 12 2 11 17
#> [500,] 9 8 5 13 6 10 25
#>
#> $prev
#> [1] 0.02130502 0.12680663 0.09410652 0.03200918 0.01103592 0.07529509
#> [7] 0.07968883 0.05056741 0.11260348 0.11815301 0.13244409 0.03449169
#> [13] 0.01479379 0.05485400 0.06632595 0.03739378 0.06649534 0.01891260
#> [19] 0.06441818 0.14657670
#>
#> $size
#> [1] 213 1268 941 320 110 753 797 506 1126 1182 1324 345 148 549 663
#> [16] 374 665 189 644 1466
#>
#> $omega
#> NULL
#>
#> $eta
#> NULL
#>
#> $alphas
#> [1] 5.070223 5.054443 4.804318 5.110666 5.283276 4.985383 4.859623 4.997607
#> [9] 4.875982 4.773140 5.140304 5.026473 5.036553 5.243532 5.016806 4.979900
#> [17] 4.713487 4.958114 4.952983 5.160096 5.010505 4.904132 4.992505 4.962277
#> [25] 5.066720 5.413313 5.006980 5.086656 5.017729 4.713242 5.129313 4.963514
#> [33] 4.969087 5.002877 5.004434 5.082474 4.658883 5.402384 4.945817 5.032003
#> [41] 5.161152 4.900237 5.167093 4.963116 4.823366 4.853622 5.159759 5.019751
#> [49] 5.073294 4.745082 4.779390 5.042623 5.200598 5.035504 5.197744 5.078586
#> [57] 5.091012 4.983510 5.025827 4.986451 5.288652 5.194759 5.112319 5.083434
#> [65] 4.917761 5.166580 4.608150 4.976646 5.065083 4.942707 5.063628 5.159465
#> [73] 5.157307 4.994285 5.072922 5.250932 4.946846 5.141952 5.197524 4.955504
#> [81] 4.941918 4.882185 4.841489 4.880669 4.736559 4.896419 4.916219 4.919501
#> [89] 5.034069 5.146768 4.968668 4.790088 5.038781 4.933730 5.085290 5.319028
#> [97] 5.063729 4.747358 5.037410 5.160926 5.305905 5.067418 5.208772 5.063985
#> [105] 5.016138 5.003344 5.090542 4.960602 4.920760 5.028822 4.828070 5.126928
#> [113] 5.012258 4.804232 4.858263 5.068151 4.871720 4.956966 5.134244 5.010096
#> [121] 4.975599 4.875903 5.281476 5.114966 5.146994 5.198267 4.832043 5.077190
#> [129] 4.773635 5.229911 5.064372 5.018316 4.829298 4.916298 5.157881 5.101653
#> [137] 5.005775 4.946543 5.117427 5.120662 4.714991 5.140368 4.953642 5.039460
#> [145] 4.731411 4.881761 4.830047 5.054548 4.957117 5.077650 4.984564 4.853890
#> [153] 5.190601 5.144130 5.115308 5.155390 4.928917 4.808700 4.954157 5.331765
#> [161] 4.843750 4.828021 4.748701 5.228891 5.083128 5.298967 4.976882 5.384661
#> [169] 5.159300 5.171404 5.168576 4.940450 4.876511 4.913167 5.264568 5.019949
#> [177] 5.056475 5.170806 5.186189 5.091814 4.935593 5.204069 4.989371 4.959177
#> [185] 4.632998 5.009823 4.835224 4.905023 4.690452 5.397340 4.826990 4.948904
#> [193] 5.117954 4.809423 5.081321 5.011266 5.083777 5.062311 4.782155 5.141181
#> [201] 4.949160 4.988664 5.006031 5.018645 4.850235 5.185009 5.051064 4.929095
#> [209] 5.106313 4.770656 5.035614 4.803078 5.112054 4.765622 5.010658 4.904070
#> [217] 4.873221 5.101287 5.173006 4.747024 4.864578 5.197645 5.165028 5.180565
#> [225] 4.785309 5.207437 5.000469 4.988317 5.066214 5.019338 4.875468 4.924461
#> [233] 4.820954 4.887242 5.218376 4.875709 5.043466 4.927992 4.909276 5.219017
#> [241] 5.022452 4.785002 4.998455 4.968165 4.864049 4.684677 5.284004 4.854781
#> [249] 4.984610 5.035994 5.009135 4.673364 4.982321 5.016844 5.001183 5.281662
#> [257] 5.323813 5.106457 5.115048 4.953768 5.151800 4.862142 5.084507 5.048372
#> [265] 5.055001 5.169475 4.858775 5.032676 5.212312 4.942440 4.973887 4.966738
#> [273] 4.848571 5.072109 5.240661 4.772746 4.787596 5.131517 5.093620 5.316842
#> [281] 4.946581 4.840330 5.161567 5.177236 5.029759 4.939939 5.092423 5.296124
#> [289] 5.282699 4.761707 4.919012 4.824581 5.083866 4.727098 5.059002 5.006320
#> [297] 5.176950 4.961462 4.841550 5.029817 5.097580 5.051587 5.221630 5.010804
#> [305] 5.318967 4.778570 5.061183 5.209097 5.054042 5.098183 5.157823 4.703067
#> [313] 5.181258 4.974608 5.044254 5.189951 4.829699 4.830342 5.016499 5.127936
#> [321] 4.964849 5.313003 4.983362 4.791073 4.828656 5.255691 4.987989 4.934408
#> [329] 4.982118 5.117969 4.913158 4.978186 5.078969 5.260037 5.217299 5.227729
#> [337] 4.942399 5.274069 4.917276 4.870137 4.948425 5.159431 5.121959 5.270523
#> [345] 4.984240 5.147368 4.743005 4.875197 5.165074 4.973927 5.026822 4.895236
#> [353] 4.855933 4.853687 4.949214 5.172852 5.060765 4.929362 4.980012 5.184002
#> [361] 5.049942 4.947937 4.985217 5.005215 5.057919 5.003125 5.001138 5.139627
#> [369] 4.897288 5.050610 4.938179 5.140139 5.276048 4.894277 5.001277 5.305128
#> [377] 4.798747 5.173847 4.969519 4.943296 5.260417 4.873213 4.855764 5.152624
#> [385] 4.775592 4.822277 5.094535 5.315188 4.907939 4.754804 4.998434 4.901524
#> [393] 4.899570 4.928212 5.197918 5.095484 5.077149 4.737294 5.134040 5.033456
#> [401] 5.087122 4.973327 5.111145 4.850384 4.559153 5.107852 4.895299 4.715881
#> [409] 5.011445 5.131296 5.068074 4.872392 5.084930 5.172832 4.886570 4.926611
#> [417] 4.825092 4.928050 5.017302 4.734793 4.788854 5.106377 4.813874 4.944751
#> [425] 5.069312 4.951575 4.806918 4.845494 5.227113 5.052036 5.266916 5.057995
#> [433] 4.862196 4.762350 4.987391 4.687239 5.000535 4.946634 5.171954 4.966822
#> [441] 5.152727 4.960442 5.248781 4.883887 4.861409 4.958670 4.910990 4.981657
#> [449] 5.176968 5.096156 4.905562 4.878840 4.870927 4.674614 4.793625 4.926030
#> [457] 4.912752 4.974916 5.072899 4.799991 4.960705 5.097858 5.112328 5.134484
#> [465] 5.223395 4.901089 5.080592 5.112020 5.284448 4.690989 5.009682 4.960228
#> [473] 4.932898 4.788395 4.924037 4.959536 4.837227 5.054324 4.949649 5.204571
#> [481] 4.893271 5.099327 5.043670 5.029694 4.819465 4.994027 5.103047 5.105790
#> [489] 5.148716 5.171637 4.814163 5.398235 4.976462 4.936476 4.970242 4.865780
#> [497] 5.135640 5.011947 4.811176 5.153853
#>
#> $betas
#> [1] -3.849048 -2.065144 -2.363397 -3.442019 -4.509860 -2.586275 -2.529486
#> [8] -2.983804 -2.183914 -2.135377 -2.021928 -3.366796 -4.213128 -2.902242
#> [15] -2.713565 -3.286085 -2.710553 -3.968593 -2.742642 -1.920047
#>
#> $x_cov
#> NULL
#>
#> $x_beta_global
#> NULL
#>
#> $x_beta_local
#> NULL
#>
#> $n_i
#> [1] 500
#>
#> $n_k
#> [1] 20
#>
#> $bias_mat
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 5.070223 0 0 0 0 0 0 0 0 0 0 0 0
#> [2,] 5.054443 0 0 0 0 0 0 0 0 0 0 0 0
#> [3,] 4.804318 0 0 0 0 0 0 0 0 0 0 0 0
#> [4,] 5.110666 0 0 0 0 0 0 0 0 0 0 0 0
#> [5,] 5.283276 0 0 0 0 0 0 0 0 0 0 0 0
#> [6,] 4.985383 0 0 0 0 0 0 0 0 0 0 0 0
#> [7,] 4.859623 0 0 0 0 0 0 0 0 0 0 0 0
#> [8,] 4.997607 0 0 0 0 0 0 0 0 0 0 0 0
#> [9,] 4.875982 0 0 0 0 0 0 0 0 0 0 0 0
#> [10,] 4.773140 0 0 0 0 0 0 0 0 0 0 0 0
#> [11,] 5.140304 0 0 0 0 0 0 0 0 0 0 0 0
#> [12,] 5.026473 0 0 0 0 0 0 0 0 0 0 0 0
#> [13,] 5.036553 0 0 0 0 0 0 0 0 0 0 0 0
#> [14,] 5.243532 0 0 0 0 0 0 0 0 0 0 0 0
#> [15,] 5.016806 0 0 0 0 0 0 0 0 0 0 0 0
#> [16,] 4.979900 0 0 0 0 0 0 0 0 0 0 0 0
#> [17,] 4.713487 0 0 0 0 0 0 0 0 0 0 0 0
#> [18,] 4.958114 0 0 0 0 0 0 0 0 0 0 0 0
#> [19,] 4.952983 0 0 0 0 0 0 0 0 0 0 0 0
#> [20,] 5.160096 0 0 0 0 0 0 0 0 0 0 0 0
#> [21,] 5.010505 0 0 0 0 0 0 0 0 0 0 0 0
#> [22,] 4.904132 0 0 0 0 0 0 0 0 0 0 0 0
#> [23,] 4.992505 0 0 0 0 0 0 0 0 0 0 0 0
#> [24,] 4.962277 0 0 0 0 0 0 0 0 0 0 0 0
#> [25,] 5.066720 0 0 0 0 0 0 0 0 0 0 0 0
#> [26,] 5.413313 0 0 0 0 0 0 0 0 0 0 0 0
#> [27,] 5.006980 0 0 0 0 0 0 0 0 0 0 0 0
#> [28,] 5.086656 0 0 0 0 0 0 0 0 0 0 0 0
#> [29,] 5.017729 0 0 0 0 0 0 0 0 0 0 0 0
#> [30,] 4.713242 0 0 0 0 0 0 0 0 0 0 0 0
#> [31,] 5.129313 0 0 0 0 0 0 0 0 0 0 0 0
#> [32,] 4.963514 0 0 0 0 0 0 0 0 0 0 0 0
#> [33,] 4.969087 0 0 0 0 0 0 0 0 0 0 0 0
#> [34,] 5.002877 0 0 0 0 0 0 0 0 0 0 0 0
#> [35,] 5.004434 0 0 0 0 0 0 0 0 0 0 0 0
#> [36,] 5.082474 0 0 0 0 0 0 0 0 0 0 0 0
#> [37,] 4.658883 0 0 0 0 0 0 0 0 0 0 0 0
#> [38,] 5.402384 0 0 0 0 0 0 0 0 0 0 0 0
#> [39,] 4.945817 0 0 0 0 0 0 0 0 0 0 0 0
#> [40,] 5.032003 0 0 0 0 0 0 0 0 0 0 0 0
#> [41,] 5.161152 0 0 0 0 0 0 0 0 0 0 0 0
#> [42,] 4.900237 0 0 0 0 0 0 0 0 0 0 0 0
#> [43,] 5.167093 0 0 0 0 0 0 0 0 0 0 0 0
#> [44,] 4.963116 0 0 0 0 0 0 0 0 0 0 0 0
#> [45,] 4.823366 0 0 0 0 0 0 0 0 0 0 0 0
#> [46,] 4.853622 0 0 0 0 0 0 0 0 0 0 0 0
#> [47,] 5.159759 0 0 0 0 0 0 0 0 0 0 0 0
#> [48,] 5.019751 0 0 0 0 0 0 0 0 0 0 0 0
#> [49,] 5.073294 0 0 0 0 0 0 0 0 0 0 0 0
#> [50,] 4.745082 0 0 0 0 0 0 0 0 0 0 0 0
#> [51,] 4.779390 0 0 0 0 0 0 0 0 0 0 0 0
#> [52,] 5.042623 0 0 0 0 0 0 0 0 0 0 0 0
#> [53,] 5.200598 0 0 0 0 0 0 0 0 0 0 0 0
#> [54,] 5.035504 0 0 0 0 0 0 0 0 0 0 0 0
#> [55,] 5.197744 0 0 0 0 0 0 0 0 0 0 0 0
#> [56,] 5.078586 0 0 0 0 0 0 0 0 0 0 0 0
#> [57,] 5.091012 0 0 0 0 0 0 0 0 0 0 0 0
#> [58,] 4.983510 0 0 0 0 0 0 0 0 0 0 0 0
#> [59,] 5.025827 0 0 0 0 0 0 0 0 0 0 0 0
#> [60,] 4.986451 0 0 0 0 0 0 0 0 0 0 0 0
#> [61,] 5.288652 0 0 0 0 0 0 0 0 0 0 0 0
#> [62,] 5.194759 0 0 0 0 0 0 0 0 0 0 0 0
#> [63,] 5.112319 0 0 0 0 0 0 0 0 0 0 0 0
#> [64,] 5.083434 0 0 0 0 0 0 0 0 0 0 0 0
#> [65,] 4.917761 0 0 0 0 0 0 0 0 0 0 0 0
#> [66,] 5.166580 0 0 0 0 0 0 0 0 0 0 0 0
#> [67,] 4.608150 0 0 0 0 0 0 0 0 0 0 0 0
#> [68,] 4.976646 0 0 0 0 0 0 0 0 0 0 0 0
#> [69,] 5.065083 0 0 0 0 0 0 0 0 0 0 0 0
#> [70,] 4.942707 0 0 0 0 0 0 0 0 0 0 0 0
#> [71,] 5.063628 0 0 0 0 0 0 0 0 0 0 0 0
#> [72,] 5.159465 0 0 0 0 0 0 0 0 0 0 0 0
#> [73,] 5.157307 0 0 0 0 0 0 0 0 0 0 0 0
#> [74,] 4.994285 0 0 0 0 0 0 0 0 0 0 0 0
#> [75,] 5.072922 0 0 0 0 0 0 0 0 0 0 0 0
#> [76,] 5.250932 0 0 0 0 0 0 0 0 0 0 0 0
#> [77,] 4.946846 0 0 0 0 0 0 0 0 0 0 0 0
#> [78,] 5.141952 0 0 0 0 0 0 0 0 0 0 0 0
#> [79,] 5.197524 0 0 0 0 0 0 0 0 0 0 0 0
#> [80,] 4.955504 0 0 0 0 0 0 0 0 0 0 0 0
#> [81,] 4.941918 0 0 0 0 0 0 0 0 0 0 0 0
#> [82,] 4.882185 0 0 0 0 0 0 0 0 0 0 0 0
#> [83,] 4.841489 0 0 0 0 0 0 0 0 0 0 0 0
#> [84,] 4.880669 0 0 0 0 0 0 0 0 0 0 0 0
#> [85,] 4.736559 0 0 0 0 0 0 0 0 0 0 0 0
#> [86,] 4.896419 0 0 0 0 0 0 0 0 0 0 0 0
#> [87,] 4.916219 0 0 0 0 0 0 0 0 0 0 0 0
#> [88,] 4.919501 0 0 0 0 0 0 0 0 0 0 0 0
#> [89,] 5.034069 0 0 0 0 0 0 0 0 0 0 0 0
#> [90,] 5.146768 0 0 0 0 0 0 0 0 0 0 0 0
#> [91,] 4.968668 0 0 0 0 0 0 0 0 0 0 0 0
#> [92,] 4.790088 0 0 0 0 0 0 0 0 0 0 0 0
#> [93,] 5.038781 0 0 0 0 0 0 0 0 0 0 0 0
#> [94,] 4.933730 0 0 0 0 0 0 0 0 0 0 0 0
#> [95,] 5.085290 0 0 0 0 0 0 0 0 0 0 0 0
#> [96,] 5.319028 0 0 0 0 0 0 0 0 0 0 0 0
#> [97,] 5.063729 0 0 0 0 0 0 0 0 0 0 0 0
#> [98,] 4.747358 0 0 0 0 0 0 0 0 0 0 0 0
#> [99,] 5.037410 0 0 0 0 0 0 0 0 0 0 0 0
#> [100,] 5.160926 0 0 0 0 0 0 0 0 0 0 0 0
#> [101,] 5.305905 0 0 0 0 0 0 0 0 0 0 0 0
#> [102,] 5.067418 0 0 0 0 0 0 0 0 0 0 0 0
#> [103,] 5.208772 0 0 0 0 0 0 0 0 0 0 0 0
#> [104,] 5.063985 0 0 0 0 0 0 0 0 0 0 0 0
#> [105,] 5.016138 0 0 0 0 0 0 0 0 0 0 0 0
#> [106,] 5.003344 0 0 0 0 0 0 0 0 0 0 0 0
#> [107,] 5.090542 0 0 0 0 0 0 0 0 0 0 0 0
#> [108,] 4.960602 0 0 0 0 0 0 0 0 0 0 0 0
#> [109,] 4.920760 0 0 0 0 0 0 0 0 0 0 0 0
#> [110,] 5.028822 0 0 0 0 0 0 0 0 0 0 0 0
#> [111,] 4.828070 0 0 0 0 0 0 0 0 0 0 0 0
#> [112,] 5.126928 0 0 0 0 0 0 0 0 0 0 0 0
#> [113,] 5.012258 0 0 0 0 0 0 0 0 0 0 0 0
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