Sigma_Estimation: Estimation of the correlation matrix

In WLasso: Variable Selection for Highly Correlated Predictors

Description

This function estimates the correlation matrix of the rows of a design matrix in linear models in the case where the correlation matrix has a block-wise structure.

Usage

Sigma_Estimation(X)

Arguments

X	Design matrix of the linear model considered.

Value

mat	Estimation of the correlation matrix of the rows of X
alpha	Estimation of the coefficients of the blocks of the correlation matrix
group_act	Indices of the active or non active variables

Author(s)

Wencan Zhu [aut, cre], Celine Levy-Leduc [ctb], Nils Ternes [ctb]

References

W. Zhu, C. Levy-Leduc, N. Ternes. "A variable selection approach for highly correlated predictors in high-dimensional genomic data". arXiv:2007.10768.

Examples

data(X)
Sigma_Estimation(X)

Example output

$mat
            [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
  [1,] 1.0000000 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
  [2,] 0.7405381 1.0000000 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
  [3,] 0.7405381 0.7405381 1.0000000 0.7405381 0.7405381 0.7405381 0.7405381
  [4,] 0.7405381 0.7405381 0.7405381 1.0000000 0.7405381 0.7405381 0.7405381
  [5,] 0.7405381 0.7405381 0.7405381 0.7405381 1.0000000 0.7405381 0.7405381
  [6,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 1.0000000 0.7405381
  [7,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 1.0000000
  [8,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
  [9,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [10,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [11,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [12,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [13,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [14,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [15,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [16,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [17,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [18,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [19,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [20,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [21,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [22,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [23,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [24,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [25,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [26,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [27,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [28,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [29,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [30,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [31,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [32,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [33,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [34,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [35,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [36,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [37,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [38,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [39,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [40,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [41,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [42,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [43,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [44,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [45,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [46,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [47,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [48,] 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910
 [49,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [50,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [51,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [52,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [53,] 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910
 [54,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [55,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [56,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [57,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [58,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [59,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [60,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [61,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [62,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [63,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [64,] 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910 0.4832910
 [65,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [66,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [67,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [68,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [69,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [70,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [71,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [72,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [73,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [74,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [75,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [76,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [77,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [78,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [79,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [80,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [81,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [82,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [83,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [84,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [85,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [86,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [87,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [88,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [89,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [90,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [91,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [92,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [93,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [94,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [95,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [96,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [97,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [98,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
 [99,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[100,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[101,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[102,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[103,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[104,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[105,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[106,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[107,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[108,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[109,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[110,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[111,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[112,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[113,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[114,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[115,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[116,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[117,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[118,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[119,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[120,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[121,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[122,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[123,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[124,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[125,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[126,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[127,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[128,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[129,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[130,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[131,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[132,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[133,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[134,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[135,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[136,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[137,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[138,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[139,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[140,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[141,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[142,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[143,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[144,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[145,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[146,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[147,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[148,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[149,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[150,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[151,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[152,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[153,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[154,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[155,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[156,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[157,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[158,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[159,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[160,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[161,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[162,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[163,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[164,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[165,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[166,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[167,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[168,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[169,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[170,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[171,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[172,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[173,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[174,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[175,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[176,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[177,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[178,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[179,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[180,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[181,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[182,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[183,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[184,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[185,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[186,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[187,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[188,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[189,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[190,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[191,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[192,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
[193,] 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381 0.7405381
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            [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
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[170,] 0.7405381 0.7405381 0.7405381 0.7405381
[171,] 0.7405381 0.7405381 0.7405381 0.7405381
[172,] 0.7405381 0.7405381 0.7405381 0.7405381
[173,] 0.7405381 0.7405381 0.7405381 0.7405381
[174,] 0.7405381 0.7405381 0.7405381 0.7405381
[175,] 0.7405381 0.7405381 0.7405381 0.7405381
[176,] 0.7405381 0.7405381 0.7405381 0.7405381
[177,] 0.7405381 0.7405381 0.7405381 0.7405381
[178,] 0.7405381 0.7405381 0.7405381 0.7405381
[179,] 0.7405381 0.7405381 0.7405381 0.7405381
[180,] 0.7405381 0.7405381 0.7405381 0.7405381
[181,] 0.7405381 0.7405381 0.7405381 0.7405381
[182,] 0.7405381 0.7405381 0.7405381 0.7405381
[183,] 0.7405381 0.7405381 0.7405381 0.7405381
[184,] 0.7405381 0.7405381 0.7405381 0.7405381
[185,] 0.7405381 0.7405381 0.7405381 0.7405381
[186,] 0.7405381 0.7405381 0.7405381 0.7405381
[187,] 0.7405381 0.7405381 0.7405381 0.7405381
[188,] 0.7405381 0.7405381 0.7405381 0.7405381
[189,] 0.7405381 0.7405381 0.7405381 0.7405381
[190,] 0.7405381 0.7405381 0.7405381 0.7405381
[191,] 0.7405381 0.7405381 0.7405381 0.7405381
[192,] 0.7405381 0.7405381 0.7405381 0.7405381
[193,] 0.7405381 0.7405381 0.7405381 0.7405381
[194,] 0.7405381 0.7405381 0.7405381 0.7405381
[195,] 0.7405381 0.7405381 0.7405381 0.7405381
[196,] 0.7405381 0.7405381 0.7405381 0.7405381
[197,] 1.0000000 0.7405381 0.7405381 0.7405381
[198,] 0.7405381 1.0000000 0.7405381 0.7405381
[199,] 0.7405381 0.7405381 1.0000000 0.7405381
[200,] 0.7405381 0.7405381 0.7405381 1.0000000

$alpha
[1] 0.1921810 0.4832910 0.7405381

$group_act
[1] 48 53 64

WLasso documentation built on Aug. 13, 2020, 5:06 p.m.