(auxiliary function)

FitOmega(adj, xi, directed, selfloops)

Arguments

adj

adjacency matrix

xi

combinatorial matrix

directed

boolean

selfloops

boolean

Value

propensity matrix

Examples

data(adj_karate) xi <- ComputeXi(adj_karate, FALSE, FALSE) FitOmega(adj_karate, xi, FALSE, FALSE)
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] #> [1,] 0 0.06797753 0.07478853 0.08153369 0.1791438 0.1041875 0.1120143 #> [2,] 0 0.00000000 0.12959528 0.11773726 0.0000000 0.0000000 0.0000000 #> [3,] 0 0.00000000 0.00000000 0.10359146 0.0000000 0.0000000 0.0000000 #> [4,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [5,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.3789086 #> [6,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.5522697 #> [7,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [8,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [9,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [10,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [11,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [12,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [13,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [14,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [15,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [16,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [17,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [18,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [19,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [20,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [21,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [22,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [23,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [24,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [25,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [26,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [27,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [28,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [29,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [30,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [31,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [32,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [33,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [34,] 0 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 #> [,8] [,9] [,10] [,11] [,12] [,13] [,14] #> [1,] 0.07464318 0.05744124 0.0000000 0.1193448 0.4455018 0.1143384 0.08619118 #> [2,] 0.21582692 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.20760743 #> [3,] 0.18987910 0.18265496 0.1881875 0.0000000 0.0000000 0.0000000 0.10949819 #> [4,] 0.25892641 0.00000000 0.0000000 0.0000000 0.0000000 0.7996711 0.19912697 #> [5,] 0.00000000 0.00000000 0.0000000 0.9151555 0.0000000 0.0000000 0.00000000 #> [6,] 0.00000000 0.00000000 0.0000000 0.5292098 0.0000000 0.0000000 0.00000000 #> [7,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [8,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [9,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [10,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [11,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [12,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [13,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [14,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [15,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [16,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [17,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [18,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [19,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [20,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [21,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [22,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [23,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [24,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [25,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [26,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [27,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [28,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [29,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [30,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [31,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [32,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [33,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [34,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.00000000 #> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] #> [1,] 0 0 0.0000000 0.2964786 0 0.1861150 0 0.2289872 0 #> [2,] 0 0 0.0000000 0.2139145 0 0.2690966 0 0.3313588 0 #> [3,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [4,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [5,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [6,] 0 0 0.6945038 0.0000000 0 0.0000000 0 0.0000000 0 #> [7,] 0 0 0.7477722 0.0000000 0 0.0000000 0 0.0000000 0 #> [8,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [9,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [10,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [11,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [12,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [13,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [14,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [15,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [16,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [17,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [18,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [19,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [20,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [21,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [22,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [23,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [24,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [25,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [26,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [27,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [28,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [29,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [30,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [31,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [32,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [33,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [34,] 0 0 0.0000000 0.0000000 0 0.0000000 0 0.0000000 0 #> [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31] #> [1,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [2,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.1268710 #> [3,] 0 0 0.0000000 0 0.09483287 0.1992835 0.0000000 0.0000000 #> [4,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [5,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [6,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [7,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [8,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [9,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.3220958 #> [10,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [11,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [12,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [13,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [14,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [15,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [16,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [17,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [18,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [19,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [20,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [21,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [22,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [23,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [24,] 0 0 0.3448838 0 0.29647860 0.0000000 0.2221637 0.0000000 #> [25,] 0 0 0.3985693 0 0.64502058 0.0000000 0.0000000 0.0000000 #> [26,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [27,] 0 0 0.0000000 0 0.00000000 0.0000000 1.0000000 0.0000000 #> [28,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [29,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [30,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [31,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [32,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [33,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [34,] 0 0 0.0000000 0 0.00000000 0.0000000 0.0000000 0.0000000 #> [,32] [,33] [,34] #> [1,] 0.04668291 0.00000000 0.00000000 #> [2,] 0.00000000 0.00000000 0.00000000 #> [3,] 0.00000000 0.03301917 0.00000000 #> [4,] 0.00000000 0.00000000 0.00000000 #> [5,] 0.00000000 0.00000000 0.00000000 #> [6,] 0.00000000 0.00000000 0.00000000 #> [7,] 0.00000000 0.00000000 0.00000000 #> [8,] 0.00000000 0.00000000 0.00000000 #> [9,] 0.00000000 0.09518899 0.10071048 #> [10,] 0.00000000 0.00000000 0.25998868 #> [11,] 0.00000000 0.00000000 0.00000000 #> [12,] 0.00000000 0.00000000 0.00000000 #> [13,] 0.00000000 0.00000000 0.00000000 #> [14,] 0.00000000 0.00000000 0.07551035 #> [15,] 0.00000000 0.30875675 0.16312000 #> [16,] 0.00000000 0.22452503 0.23768292 #> [17,] 0.00000000 0.00000000 0.00000000 #> [18,] 0.00000000 0.00000000 0.00000000 #> [19,] 0.00000000 0.16343551 0.25998868 #> [20,] 0.00000000 0.00000000 0.08148127 #> [21,] 0.00000000 0.38004479 0.10023262 #> [22,] 0.00000000 0.00000000 0.00000000 #> [23,] 0.00000000 0.20558691 0.24491679 #> [24,] 0.00000000 0.12900171 0.08183640 #> [25,] 0.26824235 0.00000000 0.00000000 #> [26,] 0.48362947 0.00000000 0.00000000 #> [27,] 0.00000000 0.00000000 0.13739208 #> [28,] 0.00000000 0.00000000 0.13090027 #> [29,] 0.31064866 0.00000000 0.13739208 #> [30,] 0.00000000 0.16503157 0.06539944 #> [31,] 0.00000000 0.14559932 0.11548443 #> [32,] 0.00000000 0.10316984 0.08183640 #> [33,] 0.00000000 0.00000000 0.05696108 #> [34,] 0.00000000 0.00000000 0.00000000