Compute null overlap matrix
Examples
# \donttest{
data(luad_run_data, package = "SelectSim")
result <- selectX(M = luad_run_data$M,
sample.class = luad_run_data$sample.class,
alteration.class = luad_run_data$alteration.class,
n.cores = 1, min.freq = 10, n.permut = 10,
verbose = FALSE)
r.am.pairwise.alteration.overlap(result$obj$null, n.permut = result$obj$nSim)
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 1 3 0 0 0 3 4 11 2 3 2 0
#> [2,] 1 22 3 2 4 2 6 1 11 5 1 2 0
#> [3,] 3 3 35 1 1 2 6 3 17 3 6 3 1
#> [4,] 0 2 1 17 0 4 1 0 8 4 4 2 2
#> [5,] 0 4 1 0 17 1 4 2 8 2 2 0 0
#> [6,] 0 2 2 4 1 13 3 0 10 1 1 3 1
#> [7,] 3 6 6 1 4 3 57 10 30 4 2 4 0
#> [8,] 4 1 3 0 2 0 10 33 16 2 4 4 0
#> [9,] 11 11 17 8 8 10 30 16 154 10 17 13 3
#> [10,] 2 5 3 4 2 1 4 2 10 25 3 3 0
#> [11,] 3 1 6 4 2 1 2 4 17 3 32 3 1
#> [12,] 2 2 3 2 0 3 4 4 13 3 3 20 1
#> [13,] 0 0 1 2 0 1 0 0 3 0 1 1 14
#> [14,] 1 0 1 0 0 0 3 2 8 2 1 2 1
#> [15,] 2 2 4 0 3 1 5 3 10 2 2 0 0
#> [16,] 1 5 4 3 2 3 7 4 19 4 3 2 1
#> [17,] 1 0 1 0 0 0 3 3 7 0 0 0 0
#> [18,] 1 4 4 0 2 1 8 3 12 3 2 1 0
#> [19,] 1 0 3 0 0 1 0 1 5 1 0 0 0
#> [20,] 2 4 2 2 2 2 7 2 15 5 1 4 1
#> [21,] 7 5 7 4 2 4 12 6 27 8 8 7 2
#> [22,] 16 15 19 10 9 8 37 24 103 18 23 13 5
#> [23,] 1 2 2 0 1 0 1 2 5 1 3 1 2
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 1 2 1 1 1 1 2 7 16 1
#> [2,] 0 2 5 0 4 0 4 5 15 2
#> [3,] 1 4 4 1 4 3 2 7 19 2
#> [4,] 0 0 3 0 0 0 2 4 10 0
#> [5,] 0 3 2 0 2 0 2 2 9 1
#> [6,] 0 1 3 0 1 1 2 4 8 0
#> [7,] 3 5 7 3 8 0 7 12 37 1
#> [8,] 2 3 4 3 3 1 2 6 24 2
#> [9,] 8 10 19 7 12 5 15 27 103 5
#> [10,] 2 2 4 0 3 1 5 8 18 1
#> [11,] 1 2 3 0 2 0 1 8 23 3
#> [12,] 2 0 2 0 1 0 4 7 13 1
#> [13,] 1 0 1 0 0 0 1 2 5 2
#> [14,] 13 1 2 0 1 1 2 5 10 0
#> [15,] 1 19 3 1 3 1 0 3 13 1
#> [16,] 2 3 29 1 2 1 4 9 19 0
#> [17,] 0 1 1 11 2 0 2 2 7 0
#> [18,] 1 3 2 2 22 0 2 1 20 1
#> [19,] 1 1 1 0 0 14 0 1 9 1
#> [20,] 2 0 4 2 2 0 24 8 17 0
#> [21,] 5 3 9 2 1 1 8 59 42 1
#> [22,] 10 13 19 7 20 9 17 42 221 6
#> [23,] 0 1 0 0 1 1 0 1 6 12
#>
#> [[2]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 2 1 1 1 0 3 5 6 1 1 2 2
#> [2,] 2 22 3 1 1 1 6 2 9 0 2 2 0
#> [3,] 1 3 35 3 1 1 11 4 16 3 2 4 2
#> [4,] 1 1 3 17 1 1 6 3 6 0 1 1 0
#> [5,] 1 1 1 1 17 1 2 1 7 2 3 0 1
#> [6,] 0 1 1 1 1 13 4 2 7 2 1 1 0
#> [7,] 3 6 11 6 2 4 57 9 24 5 7 5 3
#> [8,] 5 2 4 3 1 2 9 33 16 3 7 4 2
#> [9,] 6 9 16 6 7 7 24 16 154 15 19 14 6
#> [10,] 1 0 3 0 2 2 5 3 15 25 5 3 3
#> [11,] 1 2 2 1 3 1 7 7 19 5 32 5 1
#> [12,] 2 2 4 1 0 1 5 4 14 3 5 20 0
#> [13,] 2 0 2 0 1 0 3 2 6 3 1 0 14
#> [14,] 0 2 1 0 1 3 3 1 5 1 0 0 0
#> [15,] 3 1 4 2 2 1 6 2 11 3 3 4 2
#> [16,] 0 1 3 3 0 1 7 2 13 2 4 2 2
#> [17,] 0 0 1 0 1 1 1 2 4 2 0 1 1
#> [18,] 0 2 2 1 1 0 3 2 13 2 2 2 0
#> [19,] 0 1 0 0 1 1 3 3 8 0 1 0 1
#> [20,] 1 1 3 1 4 3 6 2 12 2 1 1 3
#> [21,] 3 5 8 3 5 2 10 12 34 4 9 9 1
#> [22,] 9 9 23 8 8 9 31 19 104 18 21 18 10
#> [23,] 2 1 1 2 1 1 1 1 7 1 0 2 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 0 3 0 0 0 0 1 3 9 2
#> [2,] 2 1 1 0 2 1 1 5 9 1
#> [3,] 1 4 3 1 2 0 3 8 23 1
#> [4,] 0 2 3 0 1 0 1 3 8 2
#> [5,] 1 2 0 1 1 1 4 5 8 1
#> [6,] 3 1 1 1 0 1 3 2 9 1
#> [7,] 3 6 7 1 3 3 6 10 31 1
#> [8,] 1 2 2 2 2 3 2 12 19 1
#> [9,] 5 11 13 4 13 8 12 34 104 7
#> [10,] 1 3 2 2 2 0 2 4 18 1
#> [11,] 0 3 4 0 2 1 1 9 21 0
#> [12,] 0 4 2 1 2 0 1 9 18 2
#> [13,] 0 2 2 1 0 1 3 1 10 0
#> [14,] 13 0 1 0 2 1 1 3 5 1
#> [15,] 0 19 1 1 2 1 4 8 15 3
#> [16,] 1 1 29 4 5 0 2 4 17 0
#> [17,] 0 1 4 11 3 0 2 3 6 2
#> [18,] 2 2 5 3 22 1 3 8 15 1
#> [19,] 1 1 0 0 1 14 3 2 7 0
#> [20,] 1 4 2 2 3 3 24 4 15 1
#> [21,] 3 8 4 3 8 2 4 59 37 4
#> [22,] 5 15 17 6 15 7 15 37 221 10
#> [23,] 1 3 0 2 1 0 1 4 10 12
#>
#> [[3]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 3 2 0 1 1 6 1 9 1 2 1 2
#> [2,] 3 22 6 1 1 0 4 3 10 1 4 2 1
#> [3,] 2 6 35 1 2 0 8 2 13 3 7 4 1
#> [4,] 0 1 1 17 1 0 4 1 8 1 1 0 0
#> [5,] 1 1 2 1 17 2 7 3 10 3 1 2 1
#> [6,] 1 0 0 0 2 13 4 2 9 3 1 0 0
#> [7,] 6 4 8 4 7 4 57 8 32 8 7 5 2
#> [8,] 1 3 2 1 3 2 8 33 17 3 3 4 2
#> [9,] 9 10 13 8 10 9 32 17 154 16 15 13 6
#> [10,] 1 1 3 1 3 3 8 3 16 25 2 5 0
#> [11,] 2 4 7 1 1 1 7 3 15 2 32 3 2
#> [12,] 1 2 4 0 2 0 5 4 13 5 3 20 2
#> [13,] 2 1 1 0 1 0 2 2 6 0 2 2 14
#> [14,] 0 0 1 0 1 0 2 1 7 0 2 1 0
#> [15,] 2 1 1 1 1 0 7 4 10 1 1 4 1
#> [16,] 4 2 4 2 2 3 9 4 14 3 3 1 0
#> [17,] 0 1 2 0 0 1 1 0 8 0 2 0 0
#> [18,] 1 1 3 0 1 1 5 3 13 3 3 4 1
#> [19,] 0 0 1 0 2 1 1 1 8 0 0 0 0
#> [20,] 1 0 5 1 4 1 5 2 14 1 1 3 0
#> [21,] 3 2 6 3 4 3 12 7 26 8 7 5 4
#> [22,] 14 11 22 10 13 11 42 20 95 16 19 16 8
#> [23,] 3 2 1 1 0 1 4 0 10 2 0 3 1
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 0 2 4 0 1 0 1 3 14 3
#> [2,] 0 1 2 1 1 0 0 2 11 2
#> [3,] 1 1 4 2 3 1 5 6 22 1
#> [4,] 0 1 2 0 0 0 1 3 10 1
#> [5,] 1 1 2 0 1 2 4 4 13 0
#> [6,] 0 0 3 1 1 1 1 3 11 1
#> [7,] 2 7 9 1 5 1 5 12 42 4
#> [8,] 1 4 4 0 3 1 2 7 20 0
#> [9,] 7 10 14 8 13 8 14 26 95 10
#> [10,] 0 1 3 0 3 0 1 8 16 2
#> [11,] 2 1 3 2 3 0 1 7 19 0
#> [12,] 1 4 1 0 4 0 3 5 16 3
#> [13,] 0 1 0 0 1 0 0 4 8 1
#> [14,] 13 0 2 0 0 0 1 4 9 0
#> [15,] 0 19 2 0 2 1 1 4 10 1
#> [16,] 2 2 29 2 2 2 4 5 19 2
#> [17,] 0 0 2 11 0 0 1 2 5 0
#> [18,] 0 2 2 0 22 1 1 3 14 2
#> [19,] 0 1 2 0 1 14 2 3 7 1
#> [20,] 1 1 4 1 1 2 24 6 14 1
#> [21,] 4 4 5 2 3 3 6 59 39 0
#> [22,] 9 10 19 5 14 7 14 39 221 8
#> [23,] 0 1 2 0 2 1 1 0 8 12
#>
#> [[4]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 2 4 0 0 2 2 1 7 1 2 0 1
#> [2,] 2 22 1 1 3 3 4 3 15 1 5 4 0
#> [3,] 4 1 35 2 3 3 8 4 22 6 6 0 0
#> [4,] 0 1 2 17 2 1 4 2 8 1 3 1 0
#> [5,] 0 3 3 2 17 4 3 3 12 2 3 1 0
#> [6,] 2 3 3 1 4 13 4 4 11 3 3 1 0
#> [7,] 2 4 8 4 3 4 57 6 25 7 5 3 4
#> [8,] 1 3 4 2 3 4 6 33 16 3 4 1 2
#> [9,] 7 15 22 8 12 11 25 16 154 19 18 9 5
#> [10,] 1 1 6 1 2 3 7 3 19 25 5 3 2
#> [11,] 2 5 6 3 3 3 5 4 18 5 32 3 1
#> [12,] 0 4 0 1 1 1 3 1 9 3 3 20 0
#> [13,] 1 0 0 0 0 0 4 2 5 2 1 0 14
#> [14,] 0 3 4 1 1 1 4 2 9 3 5 2 0
#> [15,] 3 3 3 2 3 6 5 1 14 3 3 2 0
#> [16,] 1 2 3 3 2 2 4 1 12 2 3 1 2
#> [17,] 0 1 1 1 1 2 3 2 4 2 0 0 0
#> [18,] 1 1 4 1 1 3 4 3 12 4 2 0 1
#> [19,] 1 1 3 0 2 2 3 4 7 1 0 1 3
#> [20,] 0 4 6 0 1 2 8 4 14 5 1 1 0
#> [21,] 2 2 10 4 4 8 15 8 34 9 6 2 0
#> [22,] 12 14 26 11 13 13 38 22 94 20 20 12 8
#> [23,] 1 1 2 1 2 0 3 0 9 4 3 0 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 0 3 1 0 1 1 0 2 12 1
#> [2,] 3 3 2 1 1 1 4 2 14 1
#> [3,] 4 3 3 1 4 3 6 10 26 2
#> [4,] 1 2 3 1 1 0 0 4 11 1
#> [5,] 1 3 2 1 1 2 1 4 13 2
#> [6,] 1 6 2 2 3 2 2 8 13 0
#> [7,] 4 5 4 3 4 3 8 15 38 3
#> [8,] 2 1 1 2 3 4 4 8 22 0
#> [9,] 9 14 12 4 12 7 14 34 94 9
#> [10,] 3 3 2 2 4 1 5 9 20 4
#> [11,] 5 3 3 0 2 0 1 6 20 3
#> [12,] 2 2 1 0 0 1 1 2 12 0
#> [13,] 0 0 2 0 1 3 0 0 8 0
#> [14,] 13 3 1 1 3 1 2 6 8 2
#> [15,] 3 19 2 0 3 1 0 7 14 1
#> [16,] 1 2 29 0 2 3 2 2 15 1
#> [17,] 1 0 0 11 1 1 1 2 9 1
#> [18,] 3 3 2 1 22 1 2 6 10 1
#> [19,] 1 1 3 1 1 14 1 2 9 0
#> [20,] 2 0 2 1 2 1 24 8 15 0
#> [21,] 6 7 2 2 6 2 8 59 36 3
#> [22,] 8 14 15 9 10 9 15 36 221 8
#> [23,] 2 1 1 1 1 0 0 3 8 12
#>
#> [[5]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 2 2 3 1 2 6 1 9 1 1 0 2
#> [2,] 2 22 3 4 3 1 5 2 11 3 1 2 1
#> [3,] 2 3 35 4 2 2 6 2 16 1 8 1 1
#> [4,] 3 4 4 17 1 2 2 1 9 2 2 0 1
#> [5,] 1 3 2 1 17 0 3 1 9 2 2 2 2
#> [6,] 2 1 2 2 0 13 2 0 5 0 1 1 2
#> [7,] 6 5 6 2 3 2 57 7 36 4 7 3 1
#> [8,] 1 2 2 1 1 0 7 33 12 3 1 2 2
#> [9,] 9 11 16 9 9 5 36 12 154 13 20 10 5
#> [10,] 1 3 1 2 2 0 4 3 13 25 5 2 0
#> [11,] 1 1 8 2 2 1 7 1 20 5 32 3 1
#> [12,] 0 2 1 0 2 1 3 2 10 2 3 20 1
#> [13,] 2 1 1 1 2 2 1 2 5 0 1 1 14
#> [14,] 1 1 3 0 2 0 2 0 8 0 3 1 2
#> [15,] 1 1 2 2 1 1 3 2 12 5 5 3 1
#> [16,] 3 2 7 1 2 1 9 4 15 1 4 3 2
#> [17,] 1 0 1 0 1 0 3 2 7 1 1 0 1
#> [18,] 1 2 4 3 0 1 4 1 10 2 3 1 1
#> [19,] 2 1 2 1 0 1 4 1 9 3 4 2 0
#> [20,] 2 1 4 1 0 3 6 2 12 4 8 3 1
#> [21,] 3 5 8 3 2 1 14 5 28 7 10 2 2
#> [22,] 13 10 27 12 7 10 35 18 95 15 20 13 9
#> [23,] 0 0 1 0 0 0 3 2 5 3 0 0 1
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 1 1 3 1 1 2 2 3 13 0
#> [2,] 1 1 2 0 2 1 1 5 10 0
#> [3,] 3 2 7 1 4 2 4 8 27 1
#> [4,] 0 2 1 0 3 1 1 3 12 0
#> [5,] 2 1 2 1 0 0 0 2 7 0
#> [6,] 0 1 1 0 1 1 3 1 10 0
#> [7,] 2 3 9 3 4 4 6 14 35 3
#> [8,] 0 2 4 2 1 1 2 5 18 2
#> [9,] 8 12 15 7 10 9 12 28 95 5
#> [10,] 0 5 1 1 2 3 4 7 15 3
#> [11,] 3 5 4 1 3 4 8 10 20 0
#> [12,] 1 3 3 0 1 2 3 2 13 0
#> [13,] 2 1 2 1 1 0 1 2 9 1
#> [14,] 13 0 1 0 3 0 2 4 9 0
#> [15,] 0 19 1 1 0 2 4 7 15 1
#> [16,] 1 1 29 0 3 0 3 6 16 2
#> [17,] 0 1 0 11 0 1 0 1 7 1
#> [18,] 3 0 3 0 22 1 1 2 15 1
#> [19,] 0 2 0 1 1 14 1 3 10 0
#> [20,] 2 4 3 0 1 1 24 6 17 0
#> [21,] 4 7 6 1 2 3 6 59 31 1
#> [22,] 9 15 16 7 15 10 17 31 221 9
#> [23,] 0 1 2 1 1 0 0 1 9 12
#>
#> [[6]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 2 2 3 1 1 4 0 9 1 0 0 1
#> [2,] 2 22 1 1 3 1 5 2 12 0 1 3 2
#> [3,] 2 1 35 3 5 1 7 3 19 2 3 2 3
#> [4,] 3 1 3 17 2 2 5 1 8 2 0 0 2
#> [5,] 1 3 5 2 17 1 1 0 9 2 2 0 0
#> [6,] 1 1 1 2 1 13 1 0 8 0 2 1 1
#> [7,] 4 5 7 5 1 1 57 7 32 8 6 2 1
#> [8,] 0 2 3 1 0 0 7 33 15 3 2 1 2
#> [9,] 9 12 19 8 9 8 32 15 154 11 14 14 4
#> [10,] 1 0 2 2 2 0 8 3 11 25 1 3 0
#> [11,] 0 1 3 0 2 2 6 2 14 1 32 0 0
#> [12,] 0 3 2 0 0 1 2 1 14 3 0 20 1
#> [13,] 1 2 3 2 0 1 1 2 4 0 0 1 14
#> [14,] 0 2 0 1 1 2 5 1 9 2 3 0 1
#> [15,] 2 2 0 1 0 0 4 3 8 3 4 0 0
#> [16,] 2 1 4 1 1 2 6 5 14 0 1 0 0
#> [17,] 1 0 1 0 0 1 1 1 4 1 1 1 0
#> [18,] 1 4 3 0 3 1 4 3 15 0 3 1 1
#> [19,] 1 2 0 2 1 1 3 1 9 2 0 3 2
#> [20,] 1 5 2 1 2 2 4 2 13 0 1 2 3
#> [21,] 2 5 9 1 2 0 15 5 28 4 5 6 5
#> [22,] 12 14 22 11 10 8 42 17 90 16 15 12 7
#> [23,] 2 1 3 1 2 1 4 1 6 1 2 3 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 0 2 2 1 1 1 1 2 12 2
#> [2,] 2 2 1 0 4 2 5 5 14 1
#> [3,] 0 0 4 1 3 0 2 9 22 3
#> [4,] 1 1 1 0 0 2 1 1 11 1
#> [5,] 1 0 1 0 3 1 2 2 10 2
#> [6,] 2 0 2 1 1 1 2 0 8 1
#> [7,] 5 4 6 1 4 3 4 15 42 4
#> [8,] 1 3 5 1 3 1 2 5 17 1
#> [9,] 9 8 14 4 15 9 13 28 90 6
#> [10,] 2 3 0 1 0 2 0 4 16 1
#> [11,] 3 4 1 1 3 0 1 5 15 2
#> [12,] 0 0 0 1 1 3 2 6 12 3
#> [13,] 1 0 0 0 1 2 3 5 7 0
#> [14,] 13 2 2 1 3 2 0 0 10 0
#> [15,] 2 19 3 0 1 2 1 4 14 1
#> [16,] 2 3 29 0 5 2 1 5 21 2
#> [17,] 1 0 0 11 0 1 0 2 5 0
#> [18,] 3 1 5 0 22 2 2 4 14 2
#> [19,] 2 2 2 1 2 14 1 4 10 0
#> [20,] 0 1 1 0 2 1 24 10 16 2
#> [21,] 0 4 5 2 4 4 10 59 35 3
#> [22,] 10 14 21 5 14 10 16 35 221 11
#> [23,] 0 1 2 0 2 0 2 3 11 12
#>
#> [[7]]
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 18 2 3 0 1 0 6 4 10 3 4 2 3
#> [2,] 2 22 2 4 2 3 4 6 16 4 4 2 3
#> [3,] 3 2 35 2 3 2 5 6 22 4 4 3 3
#> [4,] 0 4 2 17 2 1 2 4 9 5 1 0 2
#> [5,] 1 2 3 2 17 2 3 3 8 0 3 3 4
#> [6,] 0 3 2 1 2 13 2 2 8 1 2 1 4
#> [7,] 6 4 5 2 3 2 57 9 24 4 9 2 4
#> [8,] 4 6 6 4 3 2 9 33 18 7 3 1 6
#> [9,] 10 16 22 9 8 8 24 18 154 14 15 14 10
#> [10,] 3 4 4 5 0 1 4 7 14 25 2 1 0
#> [11,] 4 4 4 1 3 2 9 3 15 2 32 2 3
#> [12,] 2 2 3 0 3 1 2 1 14 1 2 20 3
#> [13,] 3 3 3 2 4 4 4 6 10 0 3 3 14
#> [14,] 0 1 3 1 1 1 0 2 8 2 1 1 2
#> [15,] 1 3 2 0 1 2 2 3 11 2 4 1 2
#> [16,] 3 3 8 2 3 0 7 4 17 4 6 3 1
#> [17,] 2 2 2 0 0 1 4 3 8 2 1 0 1
#> [18,] 4 2 2 1 0 2 3 1 14 2 3 1 2
#> [19,] 1 2 3 1 0 5 2 1 9 3 2 1 0
#> [20,] 3 1 4 0 0 0 5 5 12 0 2 1 0
#> [21,] 6 9 9 7 5 4 12 9 35 5 6 4 6
#> [22,] 13 18 26 10 12 8 36 20 98 15 17 14 13
#> [23,] 0 0 2 1 0 0 2 0 7 1 2 0 0
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 0 1 3 2 4 1 3 6 13 0
#> [2,] 1 3 3 2 2 2 1 9 18 0
#> [3,] 3 2 8 2 2 3 4 9 26 2
#> [4,] 1 0 2 0 1 1 0 7 10 1
#> [5,] 1 1 3 0 0 0 0 5 12 0
#> [6,] 1 2 0 1 2 5 0 4 8 0
#> [7,] 0 2 7 4 3 2 5 12 36 2
#> [8,] 2 3 4 3 1 1 5 9 20 0
#> [9,] 8 11 17 8 14 9 12 35 98 7
#> [10,] 2 2 4 2 2 3 0 5 15 1
#> [11,] 1 4 6 1 3 2 2 6 17 2
#> [12,] 1 1 3 0 1 1 1 4 14 0
#> [13,] 2 2 1 1 2 0 0 6 13 0
#> [14,] 13 0 0 1 0 0 0 6 7 3
#> [15,] 0 19 3 2 4 2 3 5 15 1
#> [16,] 0 3 29 3 2 3 3 8 23 0
#> [17,] 1 2 3 11 2 3 2 5 9 1
#> [18,] 0 4 2 2 22 2 2 6 15 0
#> [19,] 0 2 3 3 2 14 2 4 9 0
#> [20,] 0 3 3 2 2 2 24 5 15 0
#> [21,] 6 5 8 5 6 4 5 59 40 4
#> [22,] 7 15 23 9 15 9 15 40 221 4
#> [23,] 3 1 0 1 0 0 0 4 4 12
#>
# }