Y: Keputusan diterima di St. Louis atau tidak (0: Tidak, 1: Diterima) X1: Nilai rapor X2: Nilai tes X3: Nilai wawancara X4: Sekolah asal (0: Swasta, 1: Negeri)
set.seed(123)
1200->n;
round(rnorm(n,83,2.3),2)->X1;
X1## [1] 81.71 82.47 86.59 83.16 83.30 86.94 84.06 80.09 81.42 81.97 85.82 83.83
## [13] 83.92 83.25 81.72 87.11 84.15 78.48 84.61 81.91 80.54 82.50 80.64 81.32
## [25] 81.56 79.12 84.93 83.35 80.38 85.88 83.98 82.32 85.06 85.02 84.89 84.58
## [37] 84.27 82.86 82.30 82.12 81.40 82.52 80.09 87.99 85.78 80.42 82.07 81.93
## [49] 84.79 82.81 83.58 82.93 82.90 86.15 82.48 86.49 79.44 84.34 83.28 83.50
## [61] 83.87 81.84 82.23 80.66 80.53 83.70 84.03 83.12 85.12 87.72 81.87 77.69
## [73] 85.31 81.37 81.42 85.36 82.35 80.19 83.42 82.68 83.01 83.89 82.15 84.48
## [85] 82.49 83.76 85.52 84.00 82.25 85.64 85.29 84.26 83.55 81.56 86.13 81.62
## [97] 88.03 86.53 82.46 80.64 81.37 83.59 82.43 82.20 80.81 82.90 81.19 79.16
## [109] 82.13 85.11 81.68 84.40 79.28 82.87 84.19 83.69 83.24 81.53 81.05 80.64
## [121] 83.27 80.82 81.87 82.41 87.24 81.50 83.54 83.18 80.79 82.84 86.32 84.04
## [133] 83.09 82.03 78.28 85.60 79.64 84.70 87.39 79.68 84.61 82.40 79.38 79.52
## [145] 79.32 81.78 79.64 84.58 87.83 80.04 84.81 84.77 83.76 80.68 82.73 82.36
## [157] 84.29 82.14 85.25 82.14 85.42 80.59 80.10 90.45 82.04 83.69 84.46 81.89
## [169] 84.19 83.85 82.50 83.15 82.92 87.90 81.29 80.48 83.09 83.71 84.00 81.95
## [181] 80.55 85.91 82.20 81.01 82.46 82.55 85.55 83.19 84.73 81.85 83.49 82.25
## [193] 83.22 80.94 79.99 87.59 84.38 80.12 81.59 80.27 88.06 86.02 82.39 84.25
## [205] 82.05 81.90 81.19 81.63 86.80 82.88 83.27 83.56 85.83 81.81 80.72 86.85
## [217] 81.99 81.34 80.16 80.05 81.68 84.42 85.55 84.63 82.16 83.14 81.38 81.35
## [229] 85.03 80.66 87.50 82.79 83.49 81.30 81.68 79.97 82.58 83.96 83.75 81.20
## [241] 81.19 81.84 86.44 80.38 82.59 87.38 82.77 79.87 81.47 84.12 82.14 81.71
## [253] 82.21 83.21 86.68 82.80 85.49 84.45 82.74 79.47 81.80 81.87 83.11 85.99
## [265] 88.27 86.56 82.69 78.96 82.11 83.21 84.94 85.21 84.57 79.79 84.95 81.97
## [277] 83.40 83.17 83.98 83.06 79.16 84.69 83.89 82.39 83.27 83.31 83.51 86.77
## [289] 82.50 83.39 85.69 85.42 85.63 81.67 87.61 83.15 87.29 79.89 83.05 85.87
## [301] 81.35 81.27 80.84 80.58 81.99 83.76 78.37 83.49 85.84 87.69 85.99 84.74
## [313] 79.03 81.62 82.19 84.62 82.76 80.11 86.87 85.10 83.55 85.80 79.92 84.52
## [325] 81.80 84.57 82.86 84.46 86.07 83.02 85.34 80.27 81.34 86.49 83.87 78.28
## [337] 79.86 82.54 84.99 82.77 84.44 85.21 86.84 83.13 82.88 78.97 83.23 81.68
## [349] 80.76 82.59 85.33 78.42 82.02 83.27 80.95 83.77 83.95 82.92 77.33 88.91
## [361] 82.53 84.50 83.63 85.36 84.88 82.52 83.87 80.83 84.97 81.94 88.56 79.20
## [373] 81.93 84.90 84.17 81.64 80.71 83.33 82.97 78.88 83.08 83.44 83.40 80.57
## [385] 84.10 86.17 84.05 80.39 82.00 83.80 81.51 78.04 85.03 81.09 81.68 86.46
## [397] 81.22 84.95 80.10 82.18 82.83 80.31 81.54 82.93 84.54 79.20 82.20 84.74
## [409] 81.76 83.52 84.13 83.62 84.50 82.72 82.05 76.92 82.79 83.99 84.23 81.72
## [421] 87.09 83.66 83.29 85.93 81.35 81.96 88.51 83.03 86.76 79.69 82.56 83.87
## [433] 83.69 80.69 83.04 80.52 84.64 85.49 77.88 85.84 80.15 84.05 84.52 82.54
## [445] 81.52 83.38 84.01 85.03 78.28 79.24 86.29 85.41 84.00 84.64 85.11 76.88
## [457] 85.55 81.88 83.53 82.32 85.01 82.20 84.19 82.10 80.49 85.78 84.70 86.97
## [469] 83.15 85.59 87.54 82.35 79.96 82.45 82.51 83.35 86.94 82.25 83.86 82.48
## [481] 83.05 83.72 86.05 83.28 84.64 84.79 85.10 81.68 86.74 82.12 82.76 86.23
## [493] 85.98 80.49 80.99 79.88 83.42 83.38 83.84 84.27 81.62 80.71 85.36 84.73
## [505] 79.53 82.78 80.94 78.24 83.35 82.82 82.78 83.50 85.03 83.47 81.58 81.31
## [517] 82.70 83.71 80.61 82.58 85.22 82.75 81.39 82.37 85.56 84.27 85.84 83.32
## [529] 83.94 81.72 84.39 81.84 79.73 83.29 87.48 84.84 85.68 83.83 81.60 82.53
## [541] 82.37 81.92 84.62 80.25 84.99 84.99 80.24 84.47 88.59 81.72 84.94 81.20
## [553] 85.55 83.57 86.80 79.64 82.88 81.79 82.55 81.55 81.08 84.33 80.50 86.41
## [565] 80.27 83.23 84.23 84.35 82.31 83.18 85.21 79.65 81.20 83.74 81.98 86.15
## [577] 84.55 83.17 79.53 83.06 82.27 82.76 80.28 84.15 80.61 82.48 83.88 81.20
## [589] 84.34 79.97 76.54 84.07 84.93 82.34 84.16 80.34 82.71 78.53 85.72 87.28
## [601] 85.47 82.94 82.92 79.51 84.82 82.52 81.49 79.75 82.31 81.05 82.09 80.20
## [613] 86.88 82.96 85.47 77.02 81.96 81.45 80.19 86.56 79.74 83.73 84.95 83.41
## [625] 80.99 85.16 83.39 80.55 79.81 87.80 81.44 78.73 84.23 83.71 79.89 78.53
## [637] 82.73 85.62 84.46 81.87 81.08 83.62 83.36 84.45 82.09 85.07 81.09 82.24
## [649] 84.70 85.28 78.54 83.25 84.40 79.66 84.11 81.10 85.35 84.24 84.77 83.28
## [661] 84.99 86.18 87.52 82.93 77.83 83.07 83.47 82.64 84.31 85.32 81.81 82.32
## [673] 83.92 81.73 83.21 78.49 80.42 79.95 81.04 81.41 83.88 85.26 81.33 80.71
## [685] 80.60 82.05 82.45 84.11 82.26 78.22 82.79 85.73 85.74 81.19 79.44 88.65
## [697] 82.63 82.78 83.97 79.29 81.33 79.46 81.41 83.27 79.86 84.36 83.67 80.92
## [709] 83.52 84.72 85.44 82.51 82.78 82.80 86.32 85.59 84.92 82.34 83.86 83.93
## [721] 80.60 79.02 84.48 79.48 83.00 83.58 84.30 83.44 81.31 85.27 87.00 85.03
## [733] 78.53 86.22 82.87 84.21 84.43 82.78 82.83 85.34 84.64 85.28 88.48 84.53
## [745] 83.48 77.92 89.19 81.89 88.46 83.86 86.54 82.75 84.18 83.49 82.57 82.72
## [757] 85.33 82.54 78.31 82.55 84.24 84.42 84.42 79.11 83.85 85.23 85.94 82.48
## [769] 82.26 86.42 79.16 82.00 84.05 79.28 83.64 87.32 82.99 82.36 84.09 82.36
## [781] 84.87 85.08 83.01 80.29 79.97 81.64 84.83 78.50 78.66 81.50 83.91 80.90
## [793] 85.04 83.77 82.61 84.88 83.89 81.97 83.53 84.49 83.82 81.49 84.97 85.65
## [805] 83.64 83.33 82.83 87.97 83.64 82.64 77.23 79.40 82.82 83.47 83.64 84.89
## [817] 82.55 85.79 80.88 80.22 80.17 84.71 82.81 84.82 82.38 81.64 82.15 78.74
## [829] 80.31 79.68 85.42 81.63 84.82 86.49 82.56 83.65 78.97 81.12 83.13 83.69
## [841] 81.25 89.18 81.95 83.15 84.49 82.94 81.52 85.40 86.72 82.93 84.29 82.78
## [853] 85.34 80.34 88.34 81.61 79.64 82.19 83.34 86.73 85.10 83.33 79.80 81.01
## [865] 82.62 88.87 78.72 85.60 81.79 86.83 80.38 83.33 80.47 85.08 86.41 87.49
## [877] 84.83 87.24 85.87 82.70 84.10 80.76 82.57 85.81 84.24 84.05 80.61 81.61
## [889] 81.24 83.91 80.72 84.29 80.43 87.21 84.06 81.39 83.55 82.19 83.85 83.56
## [901] 80.67 81.18 83.69 86.77 85.49 81.56 84.90 82.89 83.69 83.60 88.92 80.27
## [913] 83.23 78.91 84.36 85.52 86.33 78.57 83.95 86.66 82.05 82.51 82.92 83.84
## [925] 84.53 86.03 82.78 83.45 88.72 83.99 83.43 79.91 83.01 82.49 82.97 81.68
## [937] 81.42 81.34 82.51 86.15 85.41 82.17 79.12 81.06 81.95 83.24 81.48 87.62
## [949] 82.37 80.21 82.68 80.69 83.36 83.54 83.82 79.27 83.51 83.71 79.73 85.20
## [961] 84.80 88.29 83.36 83.11 83.22 83.16 78.75 79.16 82.82 81.66 83.13 78.14
## [973] 79.55 80.47 85.27 80.47 81.16 83.18 82.26 83.34 88.30 80.41 82.30 81.81
## [985] 86.48 81.23 82.81 84.81 80.57 86.81 84.55 80.53 84.05 82.51 83.72 82.79
## [997] 85.46 79.89 81.80 82.43 80.71 80.61 82.96 82.70 77.14 85.39 83.57 88.56
## [1009] 84.58 81.97 89.43 89.51 80.20 84.08 82.51 83.43 83.52 80.10 83.66 87.02
## [1021] 82.62 82.63 86.22 85.07 79.21 83.53 86.80 86.26 83.97 84.66 80.25 83.69
## [1033] 80.80 81.95 85.15 80.39 83.61 83.99 83.13 87.19 80.65 84.39 82.80 82.40
## [1045] 84.07 80.65 79.98 81.86 87.03 83.13 83.76 82.56 84.08 80.81 85.66 84.34
## [1057] 81.15 83.13 84.65 84.28 86.41 81.59 85.57 85.38 82.63 80.76 80.49 84.05
## [1069] 82.84 87.09 84.23 82.14 80.64 81.66 83.79 81.96 84.18 82.23 82.76 81.32
## [1081] 87.38 83.77 83.53 79.11 84.52 80.65 80.95 85.11 81.96 78.98 87.07 77.53
## [1093] 84.32 85.34 81.55 84.02 84.01 85.39 84.11 82.44 85.11 84.84 80.85 79.78
## [1105] 83.37 82.37 80.73 83.19 79.96 83.37 81.56 85.20 88.58 80.89 85.43 84.90
## [1117] 82.84 81.96 86.62 78.39 81.52 79.70 86.21 82.56 81.79 90.32 82.88 81.98
## [1129] 83.69 79.39 84.13 82.78 84.08 80.74 80.65 81.41 81.23 85.99 86.63 82.64
## [1141] 82.17 82.24 83.16 83.22 83.67 81.28 81.05 85.75 81.74 83.70 82.87 80.80
## [1153] 84.36 83.40 86.22 83.27 82.24 83.64 80.27 81.08 84.17 82.23 82.85 82.73
## [1165] 81.50 78.36 83.80 84.75 80.04 86.41 83.89 86.09 80.80 83.38 82.77 84.77
## [1177] 81.68 82.98 78.91 81.21 83.29 81.38 82.90 81.92 84.40 85.69 81.11 82.29
## [1189] 86.31 77.94 82.26 87.75 88.05 83.36 81.01 83.38 81.50 86.34 81.15 83.86summary(X1)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 76.54 81.53 83.03 83.05 84.52 90.45set.seed(123)
round(rnorm(n,70,5.4),2)->X2;
X2## [1] 66.97 68.76 78.42 70.38 70.70 79.26 72.49 63.17 66.29 67.59 76.61 71.94
## [13] 72.16 70.60 67.00 79.65 72.69 59.38 73.79 67.45 64.23 68.82 64.46 66.06
## [25] 66.62 60.89 74.52 70.83 63.85 76.77 72.30 68.41 74.83 74.74 74.44 73.72
## [37] 72.99 69.67 68.35 67.95 66.25 68.88 63.17 81.71 76.52 63.94 67.82 67.48
## [49] 74.21 69.55 71.37 69.85 69.77 77.39 68.78 78.19 61.64 73.16 70.67 71.17
## [61] 72.05 67.29 68.20 64.50 64.21 71.64 72.42 70.29 74.98 81.07 67.35 57.53
## [73] 75.43 66.17 66.28 75.54 68.46 63.41 70.98 69.25 70.03 72.08 68.00 73.48
## [85] 68.81 71.79 75.92 72.35 68.24 76.20 75.36 72.96 71.29 66.61 77.35 66.76
## [97] 81.81 78.28 68.73 64.46 66.16 71.39 68.67 68.12 64.86 69.76 65.76 60.99
## [109] 67.95 74.96 66.89 73.28 61.26 69.70 72.80 71.63 70.57 66.54 65.41 64.47
## [121] 70.64 64.88 67.35 68.62 79.96 66.48 71.27 70.42 64.81 69.61 77.80 72.44
## [133] 70.22 67.72 58.91 76.11 62.11 74.00 80.31 62.20 73.79 68.58 61.51 61.82
## [145] 61.35 67.13 62.11 73.71 81.34 63.05 74.25 74.15 71.79 64.55 69.35 68.49
## [157] 73.04 67.99 75.28 67.98 75.68 64.33 63.20 87.50 67.75 71.61 73.44 67.39
## [169] 72.79 71.99 68.84 70.35 69.82 81.49 66.00 64.08 70.20 71.68 72.36 67.52
## [181] 64.26 76.82 68.11 65.33 68.72 68.94 75.99 70.46 74.07 67.30 71.16 68.25
## [193] 70.51 65.17 62.92 80.78 73.24 63.24 66.70 63.60 81.87 77.09 68.57 72.93
## [205] 67.76 67.43 65.74 66.79 78.91 69.71 70.64 71.32 76.66 67.21 64.64 79.05
## [217] 67.62 66.10 63.32 63.06 66.90 73.34 75.99 73.82 68.04 70.32 66.20 66.13
## [229] 74.78 64.52 80.56 69.51 71.16 66.01 66.90 62.89 69.01 72.26 71.75 65.78
## [241] 65.74 67.29 78.08 63.86 69.03 80.27 69.45 62.66 66.41 72.62 67.97 66.97
## [253] 68.14 70.49 78.63 69.52 75.84 73.41 69.39 61.72 67.19 67.35 70.25 77.02
## [265] 82.38 78.36 69.28 60.51 67.90 70.48 74.56 75.20 73.70 62.47 74.59 67.59
## [277] 70.94 70.40 72.31 70.13 61.00 73.98 72.08 68.57 70.64 70.72 71.19 78.86
## [289] 68.82 70.91 76.31 75.69 76.18 66.88 80.81 70.36 80.08 62.71 70.11 76.75
## [301] 66.14 65.94 64.93 64.32 67.64 71.79 59.12 71.14 76.68 81.00 77.03 74.09
## [313] 60.68 66.75 68.10 73.80 69.43 63.20 79.10 74.92 71.28 76.58 62.77 73.57
## [325] 67.18 73.69 69.67 73.42 77.21 70.04 75.49 63.58 66.10 78.20 72.04 58.92
## [337] 62.63 68.92 74.68 69.45 73.37 75.18 79.02 70.30 69.72 60.53 70.54 66.91
## [349] 64.74 69.03 75.48 59.24 67.69 70.63 65.18 71.80 72.22 69.82 56.68 83.89
## [361] 68.89 73.52 71.48 75.53 74.42 68.87 72.04 64.89 74.63 67.51 83.05 61.08
## [373] 67.49 74.46 72.75 66.82 64.62 70.78 69.92 60.33 70.19 71.03 70.94 64.30
## [385] 72.57 77.44 72.46 63.87 67.65 71.87 66.51 58.35 74.77 65.52 66.90 78.12
## [397] 65.82 74.57 63.19 68.09 69.60 63.69 66.57 69.84 73.62 61.09 68.11 74.08
## [409] 67.09 71.23 72.66 71.45 73.53 69.34 67.77 55.73 69.50 72.32 72.89 67.00
## [421] 79.61 71.55 70.68 76.87 66.12 67.57 82.95 70.06 78.82 62.23 68.97 72.04
## [433] 71.62 64.57 70.10 64.18 73.85 75.86 57.99 76.67 63.30 72.46 73.56 68.92
## [445] 66.52 70.89 72.37 74.77 58.92 61.16 77.72 75.65 72.35 73.86 74.95 55.63
## [457] 76.00 67.38 71.25 68.41 74.71 68.12 72.80 67.89 64.10 76.53 74.00 79.31
## [469] 70.35 76.08 80.67 68.48 62.86 68.71 68.84 70.82 79.25 68.24 72.01 68.77
## [481] 70.11 71.70 77.17 70.66 73.85 74.21 74.94 66.90 78.79 67.94 69.43 77.58
## [493] 76.99 64.11 65.29 62.67 70.98 70.89 71.97 72.98 66.75 64.63 75.54 74.06
## [505] 61.85 69.49 65.16 58.82 70.81 69.57 69.47 71.17 74.77 71.11 66.67 66.03
## [517] 69.29 71.67 64.39 69.00 75.22 69.42 66.23 68.51 76.02 72.97 76.68 70.75
## [529] 72.22 66.98 73.27 67.27 62.33 70.69 80.51 74.32 76.29 71.94 66.71 68.91
## [541] 68.52 67.47 73.80 63.53 74.68 74.67 63.53 73.45 83.12 66.99 74.56 65.78
## [553] 76.00 71.35 78.92 62.12 69.72 67.15 68.93 66.60 65.50 73.13 64.13 78.01
## [565] 63.59 70.55 72.88 73.17 68.37 70.43 75.19 62.14 65.78 71.73 67.60 77.40
## [577] 73.64 70.39 61.86 70.14 68.29 69.45 63.62 72.69 64.39 68.78 72.06 65.77
## [589] 73.15 62.89 54.83 72.51 74.54 68.46 72.72 63.76 69.31 59.52 76.38 80.04
## [601] 75.80 69.85 69.82 61.81 74.27 68.86 66.45 62.38 68.38 65.42 67.86 63.42
## [613] 79.11 69.91 75.80 55.95 67.55 66.35 63.40 78.35 62.36 71.72 74.57 70.96
## [625] 65.27 75.08 70.92 64.26 62.50 81.27 66.34 59.98 72.88 71.68 62.69 59.51
## [637] 69.37 76.15 73.44 67.34 65.50 71.46 70.85 73.40 67.86 74.86 65.51 68.22
## [649] 74.00 75.35 59.53 70.58 73.29 62.17 72.60 65.53 75.51 72.91 74.15 70.65
## [661] 74.66 77.45 80.62 69.85 57.86 70.17 71.11 69.16 73.07 75.46 67.20 68.41
## [673] 72.15 67.03 70.49 59.41 63.95 62.83 65.39 66.26 72.06 75.30 66.07 64.62
## [685] 64.37 67.76 68.71 72.61 68.26 58.78 69.51 76.41 76.43 65.74 61.64 83.27
## [697] 69.12 69.47 72.27 61.28 66.07 61.68 66.26 70.64 62.63 73.19 71.56 65.12
## [709] 71.22 74.04 75.73 68.85 69.49 69.53 77.78 76.08 74.51 68.45 72.02 72.18
## [721] 64.37 60.67 73.47 61.74 70.01 71.35 73.04 71.02 66.04 75.33 79.39 74.76
## [733] 59.50 77.56 69.70 72.83 73.36 69.48 69.59 75.50 73.84 75.35 82.87 73.59
## [745] 71.12 58.06 84.54 67.39 82.82 72.02 78.31 69.41 72.76 71.16 68.99 69.35
## [757] 75.47 68.91 59.00 68.94 72.91 73.33 73.33 60.86 71.99 75.23 76.89 68.79
## [769] 68.26 78.03 60.99 67.64 72.47 61.26 71.51 80.14 69.98 68.50 72.56 68.49
## [781] 74.39 74.88 70.01 63.65 62.88 66.80 74.31 59.43 59.81 66.47 72.13 65.07
## [793] 74.79 71.80 69.08 74.42 72.10 67.59 71.25 73.50 71.92 66.45 74.62 76.23
## [805] 71.49 70.78 69.59 81.67 71.49 69.15 56.46 61.55 69.58 71.11 71.50 74.44
## [817] 68.95 76.56 65.02 63.47 63.36 74.01 69.55 74.27 68.55 66.80 68.01 60.00
## [829] 63.68 62.21 75.69 66.77 74.26 78.19 68.96 71.53 60.54 65.58 70.30 71.62
## [841] 65.90 84.50 67.52 70.35 73.51 69.86 66.52 75.64 78.72 69.84 73.04 69.47
## [853] 75.49 63.76 82.53 66.74 62.12 68.11 70.79 78.77 74.92 70.77 62.50 65.32
## [865] 69.12 83.79 59.95 76.11 67.15 79.00 63.85 70.78 64.06 74.88 78.01 80.53
## [877] 74.31 79.95 76.73 69.29 72.58 64.75 69.00 76.59 72.92 72.47 64.39 66.74
## [889] 65.87 72.13 64.65 73.04 63.97 79.87 72.49 66.21 71.30 68.10 72.00 71.32
## [901] 64.52 65.73 71.62 78.85 75.86 66.63 74.46 69.74 71.63 71.41 83.91 63.60
## [913] 70.54 60.39 73.19 75.92 77.81 59.60 72.23 78.60 67.76 68.85 69.80 71.97
## [925] 73.59 77.12 69.48 71.06 83.44 72.33 71.02 62.75 70.02 68.80 69.94 66.89
## [937] 66.29 66.11 68.84 77.39 75.67 68.06 60.90 65.44 67.53 70.56 66.42 80.84
## [949] 68.53 63.44 69.24 64.57 70.84 71.26 71.92 61.24 71.19 71.68 62.33 75.16
## [961] 74.23 82.42 70.85 70.25 70.52 70.38 60.02 60.98 69.58 66.86 70.30 58.60
## [973] 61.91 64.05 75.32 64.07 65.68 70.43 68.26 70.79 82.45 63.93 68.35 67.21
## [985] 78.17 65.84 69.56 74.25 64.28 78.94 73.65 64.20 72.45 68.85 71.69 69.51
## [997] 75.78 62.70 67.18 68.65 64.62 64.38 69.90 69.29 56.23 75.62 71.35 83.05
## [1009] 73.70 67.59 85.11 85.29 63.42 72.53 68.86 71.01 71.23 63.19 71.54 79.45
## [1021] 69.11 69.12 77.55 74.85 61.10 71.23 78.93 77.64 72.27 73.89 63.54 71.62
## [1033] 64.85 67.53 75.05 63.86 71.44 72.31 70.30 79.84 64.48 73.27 69.52 68.59
## [1045] 72.51 64.49 62.91 67.33 79.46 70.30 71.79 68.97 72.54 64.86 76.25 73.16
## [1057] 65.65 70.29 73.87 73.01 78.00 66.69 76.03 75.60 69.12 64.73 64.12 72.47
## [1069] 69.62 79.61 72.89 67.99 64.46 66.86 71.85 67.56 72.78 68.19 69.43 66.06
## [1081] 80.29 71.80 71.25 60.86 73.56 64.47 65.19 74.96 67.56 60.56 79.56 57.16
## [1093] 73.09 75.49 66.59 72.40 72.37 75.62 72.61 68.68 74.95 74.32 64.94 62.44
## [1105] 70.87 68.52 64.68 70.45 62.87 70.87 66.63 75.17 83.09 65.05 75.71 74.46
## [1117] 69.62 67.55 78.51 59.17 66.53 62.24 77.53 68.97 67.17 87.19 69.73 67.60
## [1129] 71.62 61.53 72.65 69.48 72.53 64.70 64.48 66.26 65.85 77.01 78.53 69.15
## [1141] 68.06 68.22 70.37 70.52 71.57 65.97 65.43 76.46 67.04 71.64 69.69 64.83
## [1153] 73.19 70.93 77.56 70.63 68.21 71.50 63.60 65.49 72.76 68.20 69.64 69.38
## [1165] 66.49 59.10 71.88 74.11 63.04 78.00 72.08 77.24 64.83 70.90 69.46 74.15
## [1177] 66.89 69.95 60.40 65.80 70.68 66.19 69.76 67.47 73.28 76.31 65.56 68.34
## [1189] 77.77 58.13 68.27 81.15 81.85 70.85 65.34 70.89 66.48 77.85 65.64 72.01summary(X2)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 54.83 66.54 70.05 70.12 73.56 87.50set.seed(123)
round(rnorm(n,7.2,0.9))->X3;
X3## [1] 7 7 9 7 7 9 8 6 7 7 8 8 8 7 7 9 8 5 8 7 6 7 6 7
## [25] 7 6 8 7 6 8 8 7 8 8 8 8 8 7 7 7 7 7 6 9 8 6 7 7
## [49] 8 7 7 7 7 8 7 9 6 8 7 7 8 7 7 6 6 7 8 7 8 9 7 5
## [73] 8 7 7 8 7 6 7 7 7 8 7 8 7 7 8 8 7 8 8 8 7 7 8 7
## [97] 9 9 7 6 7 7 7 7 6 7 6 6 7 8 7 8 6 7 8 7 7 7 6 6
## [121] 7 6 7 7 9 7 7 7 6 7 9 8 7 7 5 8 6 8 9 6 8 7 6 6
## [145] 6 7 6 8 9 6 8 8 7 6 7 7 8 7 8 7 8 6 6 10 7 7 8 7
## [169] 8 8 7 7 7 9 7 6 7 7 8 7 6 8 7 6 7 7 8 7 8 7 7 7
## [193] 7 6 6 9 8 6 7 6 9 8 7 8 7 7 6 7 9 7 7 7 8 7 6 9
## [217] 7 7 6 6 7 8 8 8 7 7 7 7 8 6 9 7 7 7 7 6 7 8 7 6
## [241] 6 7 9 6 7 9 7 6 7 8 7 7 7 7 9 7 8 8 7 6 7 7 7 8
## [265] 9 9 7 6 7 7 8 8 8 6 8 7 7 7 8 7 6 8 8 7 7 7 7 9
## [289] 7 7 8 8 8 7 9 7 9 6 7 8 7 7 6 6 7 7 5 7 8 9 8 8
## [313] 6 7 7 8 7 6 9 8 7 8 6 8 7 8 7 8 8 7 8 6 7 9 8 5
## [337] 6 7 8 7 8 8 9 7 7 6 7 7 6 7 8 5 7 7 6 8 8 7 5 10
## [361] 7 8 7 8 8 7 8 6 8 7 9 6 7 8 8 7 6 7 7 6 7 7 7 6
## [385] 8 8 8 6 7 8 7 5 8 6 7 9 7 8 6 7 7 6 7 7 8 6 7 8
## [409] 7 7 8 7 8 7 7 5 7 8 8 7 9 7 7 8 7 7 9 7 9 6 7 8
## [433] 7 6 7 6 8 8 5 8 6 8 8 7 7 7 8 8 5 6 8 8 8 8 8 5
## [457] 8 7 7 7 8 7 8 7 6 8 8 9 7 8 9 7 6 7 7 7 9 7 8 7
## [481] 7 7 8 7 8 8 8 7 9 7 7 8 8 6 6 6 7 7 8 8 7 6 8 8
## [505] 6 7 6 5 7 7 7 7 8 7 7 7 7 7 6 7 8 7 7 7 8 8 8 7
## [529] 8 7 8 7 6 7 9 8 8 8 7 7 7 7 8 6 8 8 6 8 9 7 8 6
## [553] 8 7 9 6 7 7 7 7 6 8 6 9 6 7 8 8 7 7 8 6 6 7 7 8
## [577] 8 7 6 7 7 7 6 8 6 7 8 6 8 6 5 8 8 7 8 6 7 5 8 9
## [601] 8 7 7 6 8 7 7 6 7 6 7 6 9 7 8 5 7 7 6 9 6 7 8 7
## [625] 6 8 7 6 6 9 7 6 8 7 6 5 7 8 8 7 6 7 7 8 7 8 6 7
## [649] 8 8 5 7 8 6 8 6 8 8 8 7 8 8 9 7 5 7 7 7 8 8 7 7
## [673] 8 7 7 5 6 6 6 7 8 8 7 6 6 7 7 8 7 5 7 8 8 6 6 9
## [697] 7 7 8 6 7 6 7 7 6 8 7 6 7 8 8 7 7 7 8 8 8 7 8 8
## [721] 6 6 8 6 7 7 8 7 7 8 9 8 5 8 7 8 8 7 7 8 8 8 9 8
## [745] 7 5 10 7 9 8 9 7 8 7 7 7 8 7 5 7 8 8 8 6 8 8 8 7
## [769] 7 9 6 7 8 6 7 9 7 7 8 7 8 8 7 6 6 7 8 5 6 7 8 6
## [793] 8 8 7 8 8 7 7 8 8 7 8 8 7 7 7 9 7 7 5 6 7 7 7 8
## [817] 7 8 6 6 6 8 7 8 7 7 7 6 6 6 8 7 8 9 7 7 6 6 7 7
## [841] 7 10 7 7 8 7 7 8 9 7 8 7 8 6 9 7 6 7 7 9 8 7 6 6
## [865] 7 9 6 8 7 9 6 7 6 8 9 9 8 9 8 7 8 6 7 8 8 8 6 7
## [889] 7 8 6 8 6 9 8 7 7 7 8 7 6 6 7 9 8 7 8 7 7 7 10 6
## [913] 7 6 8 8 9 5 8 9 7 7 7 8 8 8 7 7 9 8 7 6 7 7 7 7
## [937] 7 7 7 8 8 7 6 6 7 7 7 9 7 6 7 6 7 7 8 6 7 7 6 8
## [961] 8 9 7 7 7 7 6 6 7 7 7 5 6 6 8 6 6 7 7 7 9 6 7 7
## [985] 9 7 7 8 6 9 8 6 8 7 7 7 8 6 7 7 6 6 7 7 5 8 7 9
## [1009] 8 7 10 10 6 8 7 7 7 6 7 9 7 7 8 8 6 7 9 8 8 8 6 7
## [1033] 6 7 8 6 7 8 7 9 6 8 7 7 8 6 6 7 9 7 7 7 8 6 8 8
## [1057] 6 7 8 8 9 7 8 8 7 6 6 8 7 9 8 7 6 7 8 7 8 7 7 7
## [1081] 9 7 7 6 8 6 6 8 7 6 9 5 8 8 7 8 8 8 8 7 8 8 6 6
## [1105] 7 7 6 7 6 7 7 8 9 6 8 8 7 7 9 5 7 6 8 7 7 10 7 7
## [1129] 7 6 8 7 8 6 6 7 7 8 9 7 7 7 7 7 7 7 6 8 7 7 7 6
## [1153] 8 7 8 7 7 7 6 6 8 7 7 7 7 5 8 8 6 9 8 8 6 7 7 8
## [1177] 7 7 6 7 7 7 7 7 8 8 6 7 8 5 7 9 9 7 6 7 7 9 6 8summary(X3)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 5.000 7.000 7.000 7.216 8.000 10.000set.seed(123)
round(runif(n))->X4;
X4## [1] 0 1 0 1 1 0 1 1 1 0 1 0 1 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1
## [38] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 0 1 1 1 0 1 1 1 0
## [75] 0 0 0 1 0 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 0 0 1 0 0 1 1 0 0 1 0 1 1 1 0 0 1
## [112] 0 0 1 1 0 1 1 1 0 1 0 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 1 0 0 0
## [149] 0 1 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 1 1 1 1 0 1 1 1 1 0 1 0 1
## [186] 0 0 1 1 1 0 0 1 1 1 0 0 1 0 1 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 1
## [223] 1 1 0 0 0 1 1 1 1 0 1 0 0 0 0 1 0 1 1 1 0 1 0 1 0 1 1 1 0 0 1 0 1 1 0 0 0
## [260] 1 1 1 1 1 1 1 0 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1
## [297] 1 0 0 1 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1 0 0 1 0 0 1 0 0 1 1 0 1
## [334] 1 0 0 1 1 1 1 0 0 1 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 0 1 0 0 1 0 0 1 0 0 0 0
## [371] 0 0 1 0 1 1 1 0 0 1 1 1 0 1 1 1 0 0 0 0 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 1
## [408] 0 0 1 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 1 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 1 1 0
## [445] 1 1 1 0 0 1 1 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1 0
## [482] 1 0 1 1 0 0 1 0 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 0 0 1 1 1 0 0 0 1 0 1 0 0 1
## [519] 0 1 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 1 0 1 1 0 1 0 1 0 1 1 0 1 1 0 0 0 1 1 1
## [556] 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 0 0 1 0 1 1 1 0 1 0 0 1 1 1 1 0
## [593] 1 0 0 1 1 0 1 0 0 1 0 0 0 1 0 1 0 0 1 0 0 1 1 1 1 1 1 0 1 1 1 0 0 0 0 1 0
## [630] 0 1 1 0 1 0 0 1 1 1 0 1 1 1 0 0 1 1 0 0 1 1 1 0 1 1 1 1 0 1 0 1 1 0 1 0 0
## [667] 1 0 1 0 0 1 0 0 0 1 1 0 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0
## [704] 1 0 1 1 0 0 0 1 1 1 1 0 0 0 0 1 0 0 1 1 1 1 1 1 1 1 0 0 1 1 1 0 0 1 1 0 0
## [741] 1 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 0 1 0 0 1 0 1 0 1 0 0 0 1 1 1 1 1 1 0 0 0
## [778] 0 1 1 0 1 0 1 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 1
## [815] 1 0 0 0 1 1 1 0 1 1 1 0 0 0 0 1 0 1 0 1 1 1 1 1 0 0 1 1 1 0 1 0 1 0 0 0 0
## [852] 1 1 1 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 1 0 0 1 1 1 1 0 1 1 1 0 1 1 0 1 1 0 0
## [889] 0 0 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 0 1 1 1 0 0 1 0 0 1 1
## [926] 1 0 1 0 1 1 0 1 1 1 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0
## [963] 1 0 1 1 1 0 1 0 1 0 1 0 0 1 1 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 1 0 1 1 1 0 1
## [1000] 0 0 1 0 1 1 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1
## [1037] 0 1 0 0 1 1 0 1 0 0 0 0 1 1 1 1 1 1 1 0 1 0 0 1 1 0 0 0 0 1 1 0 1 1 1 1 1
## [1074] 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 1 1 0 1 1 1 1 1 1 1
## [1111] 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 0 1 0 0 1
## [1148] 1 0 0 1 1 1 1 1 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 1 1 0 1 1 0 0 1 0 0 1 1
## [1185] 1 0 0 1 1 1 0 1 0 1 0 0 1 0 1 0b0<- -285
b1<- 2
b2<- 2
b3<- 2.5
b4<- 1
set.seed(123)
data_pendukung<-b0+b1*X1+b2*X2+b3*X3+b4*X4;
data_pendukung## [1] 29.86 35.96 67.52 40.58 41.50 69.90 49.10 17.52 28.92 31.62 60.86 46.54
## [13] 48.16 41.20 29.94 72.02 48.68 3.22 51.80 32.22 20.54 36.14 21.20 28.26
## [25] 29.86 11.02 54.90 41.86 18.46 60.30 48.56 34.96 55.78 55.52 53.66 51.60
## [37] 50.52 37.56 33.80 32.64 27.80 35.30 16.52 76.90 59.60 18.72 32.28 31.32
## [49] 53.00 38.22 42.40 38.06 38.84 62.08 36.02 66.86 12.16 51.00 41.40 41.84
## [61] 47.84 30.76 33.36 20.32 20.48 43.18 48.90 40.32 56.20 75.08 31.94 -1.06
## [73] 57.48 27.58 27.90 56.80 34.12 18.20 41.30 36.36 38.58 47.94 32.80 51.92
## [85] 35.10 43.60 58.88 48.70 34.48 58.68 56.30 50.44 42.18 29.84 61.96 29.26
## [97] 78.18 67.12 34.88 21.20 28.56 42.46 34.70 34.14 21.34 38.82 24.90 11.30
## [109] 32.66 55.14 30.64 50.36 11.08 38.64 49.98 43.14 41.12 29.64 23.92 20.22
## [121] 41.32 21.40 30.94 34.56 71.90 29.46 42.12 39.70 21.20 38.40 66.74 48.96
## [133] 40.12 33.00 2.88 59.42 14.50 53.40 73.90 13.76 51.80 34.46 11.78 12.68
## [145] 12.34 30.32 13.50 51.58 75.84 17.18 54.12 52.84 43.60 20.46 36.66 34.20
## [157] 50.66 32.76 56.06 32.74 58.20 19.84 17.60 95.90 32.08 44.10 51.80 31.06
## [169] 48.96 46.68 36.18 39.50 38.98 77.28 28.08 20.12 39.08 44.28 48.72 32.44
## [181] 20.62 60.46 34.12 22.68 35.86 35.48 58.08 40.80 53.60 31.80 41.80 33.50
## [193] 40.96 23.22 16.82 74.24 50.24 17.72 29.08 18.74 77.36 62.22 35.42 50.36
## [205] 32.12 32.16 23.86 29.34 68.92 37.68 40.32 42.26 59.98 31.54 20.72 70.30
## [217] 31.72 27.38 17.96 17.22 29.66 51.52 59.08 52.90 32.90 39.42 27.66 28.46
## [229] 55.62 21.36 74.62 37.10 42.80 27.12 29.66 15.72 35.68 48.44 43.50 24.96
## [241] 24.86 31.76 66.54 19.48 35.74 73.80 36.94 16.06 29.26 49.48 32.72 29.86
## [253] 34.20 39.90 69.12 38.14 57.66 50.72 36.76 13.38 31.48 31.94 40.22 62.02
## [265] 79.80 68.34 36.44 8.94 32.52 40.88 55.00 55.82 51.54 14.52 55.08 32.62
## [277] 42.18 39.64 47.58 39.88 11.32 52.34 46.94 34.42 40.32 40.56 41.90 68.76
## [289] 35.14 42.10 59.00 57.22 58.62 30.60 75.34 40.52 73.24 15.20 38.82 61.24
## [301] 28.48 26.92 22.54 20.80 32.76 43.60 2.48 41.76 60.04 74.88 61.04 52.66
## [313] 10.42 29.24 33.08 52.84 37.88 16.62 69.44 56.04 43.16 59.76 15.38 52.18
## [325] 30.46 51.52 38.56 50.76 61.56 39.62 57.66 17.70 28.38 67.88 46.82 1.90
## [337] 15.98 36.42 55.34 37.94 50.62 55.78 70.22 39.36 37.70 9.00 41.04 29.68
## [349] 21.00 36.74 56.62 3.82 32.92 40.30 23.26 47.14 48.34 37.98 -4.48 86.60
## [361] 35.34 51.04 43.72 56.78 53.60 36.28 46.82 21.44 54.20 31.40 80.72 10.56
## [373] 32.34 53.72 49.84 30.42 21.66 40.72 38.28 9.42 40.04 42.44 41.18 20.74
## [385] 49.34 63.22 48.02 18.52 31.80 46.34 29.54 0.28 55.60 24.22 29.66 66.66
## [397] 26.58 54.04 16.58 34.04 38.36 18.00 29.72 39.04 51.32 10.58 34.12 52.64
## [409] 30.20 43.00 48.58 43.64 51.06 36.62 32.14 -7.20 38.08 47.62 49.24 29.94
## [421] 71.90 43.92 41.44 60.60 28.44 32.56 80.42 38.68 68.66 14.84 36.56 47.82
## [433] 43.12 21.52 38.78 20.40 51.98 57.70 -0.76 60.02 16.90 49.02 52.16 35.42
## [445] 29.58 42.04 48.76 54.60 1.90 11.80 64.02 57.12 47.70 52.00 55.12 -6.48
## [457] 59.10 32.02 42.06 33.96 55.44 33.14 48.98 32.48 20.18 59.62 52.40 71.06
## [469] 39.50 59.34 73.92 35.16 15.64 35.82 36.20 40.84 70.88 33.48 46.74 36.00
## [481] 38.82 44.34 61.44 41.38 52.98 53.00 55.08 30.66 68.56 33.62 37.88 62.62
## [493] 60.94 20.20 22.56 16.10 41.30 41.04 47.62 50.50 29.24 20.68 56.80 52.58
## [505] 12.76 37.04 23.20 2.62 41.82 37.28 37.00 41.84 55.60 41.66 30.00 27.18
## [517] 36.48 44.26 20.00 36.66 55.88 36.84 27.74 34.26 59.16 50.48 61.04 40.64
## [529] 48.32 29.90 51.32 31.72 14.12 41.46 73.48 54.32 58.94 47.54 30.12 35.38
## [541] 35.28 31.28 52.84 17.56 55.34 55.32 17.54 51.84 81.92 29.92 54.00 23.96
## [553] 59.10 43.34 69.94 14.52 38.70 31.38 36.46 28.80 23.16 50.92 20.26 66.34
## [565] 18.72 41.06 49.22 51.04 34.86 40.72 56.80 14.58 24.96 43.44 32.66 63.10
## [577] 51.38 39.62 13.78 38.90 34.62 37.92 18.80 48.68 21.00 35.02 46.88 24.94
## [589] 50.98 16.72 -8.76 48.16 54.94 34.10 48.76 19.20 37.54 3.60 60.20 72.14
## [601] 57.54 39.08 37.98 12.64 53.18 36.26 28.38 15.26 33.88 22.94 33.40 17.24
## [613] 69.48 39.24 58.54 -5.56 32.52 29.10 18.18 67.32 15.20 44.40 55.04 41.24
## [625] 22.52 55.48 41.12 20.62 14.62 75.64 29.06 8.42 49.22 44.28 15.16 3.58
## [637] 37.70 59.54 51.80 30.92 24.16 43.66 41.92 50.70 32.40 55.86 24.20 33.42
## [649] 52.40 57.26 4.64 41.16 50.38 14.66 49.42 24.26 57.72 49.30 53.84 40.36
## [661] 55.30 63.26 73.78 39.06 -1.12 38.98 42.66 36.10 50.76 56.56 30.52 34.96
## [673] 47.14 30.02 39.90 4.30 19.74 15.56 22.86 27.84 47.88 57.12 28.30 21.66
## [685] 20.94 33.12 35.82 48.44 33.54 1.50 37.10 60.28 60.34 23.86 12.16 82.34
## [697] 36.00 37.00 47.48 11.14 28.30 12.28 27.84 41.32 14.98 51.10 43.96 22.08
## [709] 41.98 52.52 58.34 36.22 38.04 38.16 63.20 58.34 53.86 34.08 47.76 47.22
## [721] 19.94 10.38 51.90 13.44 39.52 43.36 50.68 42.42 28.20 56.20 70.28 55.58
## [733] 4.56 63.56 37.64 49.08 51.58 38.02 37.34 56.68 52.96 56.26 80.20 52.24
## [745] 41.70 0.46 88.46 31.06 81.06 47.76 67.20 36.82 48.88 41.80 36.62 36.64
## [757] 56.60 36.40 2.12 35.48 50.30 50.50 51.50 9.94 47.68 55.92 60.66 35.04
## [769] 34.54 67.40 11.30 32.78 49.04 12.08 42.80 72.42 38.44 34.22 49.30 35.20
## [781] 53.52 55.92 38.54 18.88 16.70 29.38 53.28 3.36 6.94 29.44 48.08 22.94
## [793] 54.66 46.14 36.88 53.60 46.98 31.62 42.06 50.98 46.48 28.38 54.18 58.76
## [805] 42.76 41.72 37.34 76.78 43.76 37.08 -5.12 12.90 37.30 42.66 43.78 53.66
## [817] 35.50 59.70 22.80 18.38 18.06 52.44 38.22 54.18 35.36 29.38 32.82 7.48
## [829] 17.98 14.78 57.22 30.30 53.16 67.86 36.54 43.86 10.02 24.40 39.36 43.12
## [841] 27.80 88.36 32.44 39.50 52.00 38.10 29.58 57.08 68.38 38.04 49.66 38.00
## [853] 57.66 19.20 80.24 29.20 14.52 33.10 40.76 69.50 55.04 40.70 15.60 22.66
## [865] 36.98 82.82 7.34 58.42 31.38 70.16 18.46 40.72 20.06 55.92 67.34 74.54
## [877] 53.28 72.88 61.20 37.48 48.36 22.02 36.64 59.80 50.32 49.04 20.00 29.20
## [889] 26.72 47.08 21.74 50.66 19.80 72.66 49.10 28.70 42.20 33.08 46.70 43.26
## [901] 21.38 24.82 44.12 69.74 58.70 29.88 54.72 38.76 44.14 42.52 85.66 17.74
## [913] 41.04 9.60 50.10 58.88 66.78 4.84 47.36 68.02 33.12 35.22 37.94 47.62
## [925] 52.24 62.30 37.02 42.52 81.82 48.64 42.40 15.32 39.56 36.08 39.32 29.64
## [937] 28.92 28.40 36.20 62.08 58.16 32.96 10.04 23.00 31.46 40.10 28.30 74.42
## [949] 34.30 17.30 37.34 20.52 41.90 42.10 46.48 12.02 42.90 43.28 14.12 55.72
## [961] 54.06 78.92 41.92 39.22 40.98 40.58 8.54 10.28 38.30 29.54 40.36 0.98
## [973] 13.92 19.04 56.18 20.08 24.68 39.72 33.54 40.76 79.00 19.68 34.80 31.54
## [985] 67.80 27.64 37.24 53.12 19.70 69.00 51.40 19.46 49.00 35.22 44.32 38.10
## [997] 58.48 15.18 31.46 34.66 20.66 20.98 38.22 37.48 -4.76 57.02 43.34 80.72
## [1009] 51.56 31.62 89.08 89.60 17.24 49.22 35.24 42.38 43.00 17.58 42.90 70.44
## [1021] 35.96 37.00 63.54 54.84 11.62 42.02 69.96 62.80 47.48 53.10 17.58 44.12
## [1033] 21.30 31.46 56.40 19.50 42.60 48.60 39.36 71.56 21.26 51.32 37.14 35.48
## [1045] 48.16 20.28 15.78 30.88 71.48 40.36 44.60 36.56 49.24 22.34 59.82 50.00
## [1057] 24.60 39.34 52.04 50.58 67.32 29.06 58.20 56.96 36.00 21.98 20.22 48.04
## [1069] 38.42 71.90 50.24 33.76 21.20 30.54 47.28 32.54 48.92 33.34 36.88 27.26
## [1081] 72.84 43.64 42.06 9.94 52.16 20.24 22.28 55.14 32.54 9.08 71.76 -3.12
## [1093] 49.82 56.66 29.78 48.84 48.76 58.02 48.44 34.74 56.12 54.32 21.58 15.44
## [1105] 41.98 35.28 21.82 40.78 16.66 41.98 28.88 56.74 80.84 21.88 57.28 53.72
## [1117] 37.42 32.52 67.76 3.62 28.60 13.88 63.48 35.56 30.42 95.02 38.72 32.66
## [1129] 43.12 12.84 49.56 38.02 49.22 21.88 21.26 28.84 26.66 61.00 68.82 36.08
## [1141] 33.96 33.42 39.56 40.98 42.98 27.00 23.96 60.42 30.06 43.18 38.62 22.26
## [1153] 51.10 42.16 63.56 40.30 33.40 43.78 18.74 23.14 48.86 33.36 37.48 36.72
## [1165] 28.48 2.42 47.36 52.72 16.16 67.32 46.94 61.66 22.26 42.06 36.96 53.84
## [1177] 30.64 38.36 8.62 27.52 40.44 27.64 38.82 32.28 51.36 59.00 23.34 34.76
## [1189] 64.16 0.64 33.56 76.30 77.30 41.92 22.70 41.04 29.46 65.88 24.58 46.74set.seed(123)
p<-exp(data_pendukung)/(1+exp(data_pendukung));
p## [1] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [6] 1.0000000000 1.0000000000 0.9999999754 1.0000000000 1.0000000000
## [11] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [16] 1.0000000000 1.0000000000 0.9615800145 1.0000000000 1.0000000000
## [21] 0.9999999988 1.0000000000 0.9999999994 1.0000000000 1.0000000000
## [26] 0.9999836293 1.0000000000 1.0000000000 0.9999999904 1.0000000000
## [31] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [36] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [41] 1.0000000000 1.0000000000 0.9999999331 1.0000000000 1.0000000000
## [46] 0.9999999926 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [51] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [56] 1.0000000000 0.9999947643 1.0000000000 1.0000000000 1.0000000000
## [61] 1.0000000000 1.0000000000 1.0000000000 0.9999999985 0.9999999987
## [66] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [71] 1.0000000000 0.2573094547 1.0000000000 1.0000000000 1.0000000000
## [76] 1.0000000000 1.0000000000 0.9999999875 1.0000000000 1.0000000000
## [81] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [86] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [91] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [96] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999994
## [101] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999995
## [106] 1.0000000000 1.0000000000 0.9999876272 1.0000000000 1.0000000000
## [111] 1.0000000000 1.0000000000 0.9999845826 1.0000000000 1.0000000000
## [116] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999983
## [121] 1.0000000000 0.9999999995 1.0000000000 1.0000000000 1.0000000000
## [126] 1.0000000000 1.0000000000 1.0000000000 0.9999999994 1.0000000000
## [131] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9468488636
## [136] 1.0000000000 0.9999994957 1.0000000000 1.0000000000 0.9999989429
## [141] 1.0000000000 1.0000000000 0.9999923439 0.9999968872 0.9999956268
## [146] 1.0000000000 0.9999986290 1.0000000000 1.0000000000 0.9999999654
## [151] 1.0000000000 1.0000000000 1.0000000000 0.9999999987 1.0000000000
## [156] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [161] 1.0000000000 0.9999999976 0.9999999773 1.0000000000 1.0000000000
## [166] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [171] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [176] 0.9999999982 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [181] 0.9999999989 1.0000000000 1.0000000000 0.9999999999 1.0000000000
## [186] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [191] 1.0000000000 1.0000000000 1.0000000000 0.9999999999 0.9999999504
## [196] 1.0000000000 1.0000000000 0.9999999798 1.0000000000 0.9999999927
## [201] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [206] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [211] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999990
## [216] 1.0000000000 1.0000000000 1.0000000000 0.9999999841 0.9999999668
## [221] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [226] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999995
## [231] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [236] 0.9999998511 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [241] 1.0000000000 1.0000000000 1.0000000000 0.9999999965 1.0000000000
## [246] 1.0000000000 1.0000000000 0.9999998940 1.0000000000 1.0000000000
## [251] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [256] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999984543
## [261] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [266] 1.0000000000 1.0000000000 0.9998689761 1.0000000000 1.0000000000
## [271] 1.0000000000 1.0000000000 1.0000000000 0.9999995056 1.0000000000
## [276] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [281] 0.9999878722 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [286] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [291] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [296] 1.0000000000 1.0000000000 0.9999997495 1.0000000000 1.0000000000
## [301] 1.0000000000 1.0000000000 0.9999999998 0.9999999991 1.0000000000
## [306] 1.0000000000 0.9227277979 1.0000000000 1.0000000000 1.0000000000
## [311] 1.0000000000 1.0000000000 0.9999701710 1.0000000000 1.0000000000
## [316] 1.0000000000 1.0000000000 0.9999999395 1.0000000000 1.0000000000
## [321] 1.0000000000 1.0000000000 0.9999997908 1.0000000000 1.0000000000
## [326] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [331] 1.0000000000 0.9999999794 1.0000000000 1.0000000000 1.0000000000
## [336] 0.8698915256 0.9999998852 1.0000000000 1.0000000000 1.0000000000
## [341] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [346] 0.9998766054 1.0000000000 1.0000000000 0.9999999992 1.0000000000
## [351] 1.0000000000 0.9785427103 1.0000000000 1.0000000000 0.9999999999
## [356] 1.0000000000 1.0000000000 1.0000000000 0.0112064063 1.0000000000
## [361] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [366] 1.0000000000 1.0000000000 0.9999999995 1.0000000000 1.0000000000
## [371] 1.0000000000 0.9999740678 1.0000000000 1.0000000000 1.0000000000
## [376] 1.0000000000 0.9999999996 1.0000000000 1.0000000000 0.9999189206
## [381] 1.0000000000 1.0000000000 1.0000000000 0.9999999990 1.0000000000
## [386] 1.0000000000 1.0000000000 0.9999999909 1.0000000000 1.0000000000
## [391] 1.0000000000 0.5695462239 1.0000000000 1.0000000000 1.0000000000
## [396] 1.0000000000 1.0000000000 1.0000000000 0.9999999370 1.0000000000
## [401] 1.0000000000 0.9999999848 1.0000000000 1.0000000000 1.0000000000
## [406] 0.9999745813 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [411] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [416] 0.0007460288 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [421] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [426] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999996410
## [431] 1.0000000000 1.0000000000 1.0000000000 0.9999999995 1.0000000000
## [436] 0.9999999986 1.0000000000 1.0000000000 0.3186462662 1.0000000000
## [441] 0.9999999542 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [446] 1.0000000000 1.0000000000 1.0000000000 0.8698915256 0.9999924955
## [451] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [456] 0.0015314617 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [461] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999983
## [466] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [471] 1.0000000000 1.0000000000 0.9999998387 1.0000000000 1.0000000000
## [476] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [481] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [486] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [491] 1.0000000000 1.0000000000 1.0000000000 0.9999999983 0.9999999998
## [496] 0.9999998982 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [501] 1.0000000000 0.9999999990 1.0000000000 1.0000000000 0.9999971266
## [506] 1.0000000000 0.9999999999 0.9321377064 1.0000000000 1.0000000000
## [511] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [516] 1.0000000000 1.0000000000 1.0000000000 0.9999999979 1.0000000000
## [521] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [526] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [531] 1.0000000000 1.0000000000 0.9999992625 1.0000000000 1.0000000000
## [536] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [541] 1.0000000000 1.0000000000 1.0000000000 0.9999999764 1.0000000000
## [546] 1.0000000000 0.9999999759 1.0000000000 1.0000000000 1.0000000000
## [551] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [556] 0.9999995056 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [561] 0.9999999999 1.0000000000 0.9999999984 1.0000000000 0.9999999926
## [566] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [571] 1.0000000000 0.9999995344 1.0000000000 1.0000000000 1.0000000000
## [576] 1.0000000000 1.0000000000 1.0000000000 0.9999989639 1.0000000000
## [581] 1.0000000000 1.0000000000 0.9999999932 1.0000000000 0.9999999992
## [586] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999452
## [591] 0.0001568600 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [596] 0.9999999954 1.0000000000 0.9734030064 1.0000000000 1.0000000000
## [601] 1.0000000000 1.0000000000 1.0000000000 0.9999967602 1.0000000000
## [606] 1.0000000000 1.0000000000 0.9999997641 1.0000000000 0.9999999999
## [611] 1.0000000000 0.9999999674 1.0000000000 1.0000000000 1.0000000000
## [616] 0.0038340201 1.0000000000 1.0000000000 0.9999999873 1.0000000000
## [621] 0.9999997495 1.0000000000 1.0000000000 1.0000000000 0.9999999998
## [626] 1.0000000000 1.0000000000 0.9999999989 0.9999995527 1.0000000000
## [631] 1.0000000000 0.9997796339 1.0000000000 1.0000000000 0.9999997393
## [636] 0.9728802828 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [641] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [646] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [651] 0.9904346813 1.0000000000 1.0000000000 0.9999995702 1.0000000000
## [656] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [661] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.2460112836
## [666] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [671] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [676] 0.9866130822 0.9999999973 0.9999998253 0.9999999999 1.0000000000
## [681] 1.0000000000 1.0000000000 1.0000000000 0.9999999996 0.9999999992
## [686] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.8175744762
## [691] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999947643
## [696] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999854804
## [701] 1.0000000000 0.9999953563 1.0000000000 1.0000000000 0.9999996879
## [706] 1.0000000000 1.0000000000 0.9999999997 1.0000000000 1.0000000000
## [711] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [716] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [721] 0.9999999978 0.9999689537 1.0000000000 0.9999985443 1.0000000000
## [726] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [731] 1.0000000000 1.0000000000 0.9896462625 1.0000000000 1.0000000000
## [736] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [741] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [746] 0.6130141761 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [751] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [756] 1.0000000000 1.0000000000 1.0000000000 0.8928319295 1.0000000000
## [761] 1.0000000000 1.0000000000 1.0000000000 0.9999517950 1.0000000000
## [766] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [771] 0.9999876272 1.0000000000 1.0000000000 0.9999943282 1.0000000000
## [776] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [781] 1.0000000000 1.0000000000 1.0000000000 0.9999999937 0.9999999441
## [786] 1.0000000000 1.0000000000 0.9664307767 0.9990326670 1.0000000000
## [791] 1.0000000000 0.9999999999 1.0000000000 1.0000000000 1.0000000000
## [796] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [801] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [806] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [811] 0.0059405222 0.9999975020 1.0000000000 1.0000000000 1.0000000000
## [816] 1.0000000000 1.0000000000 1.0000000000 0.9999999999 0.9999999896
## [821] 0.9999999857 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [826] 1.0000000000 1.0000000000 0.9994360608 0.9999999845 0.9999996188
## [831] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [836] 1.0000000000 0.9999555010 1.0000000000 1.0000000000 1.0000000000
## [841] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [846] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [851] 1.0000000000 1.0000000000 1.0000000000 0.9999999954 1.0000000000
## [856] 1.0000000000 0.9999995056 1.0000000000 1.0000000000 1.0000000000
## [861] 1.0000000000 1.0000000000 0.9999998321 0.9999999999 1.0000000000
## [866] 1.0000000000 0.9993513705 1.0000000000 1.0000000000 1.0000000000
## [871] 0.9999999904 1.0000000000 0.9999999981 1.0000000000 1.0000000000
## [876] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [881] 1.0000000000 0.9999999997 1.0000000000 1.0000000000 1.0000000000
## [886] 1.0000000000 0.9999999979 1.0000000000 1.0000000000 1.0000000000
## [891] 0.9999999996 1.0000000000 0.9999999975 1.0000000000 1.0000000000
## [896] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [901] 0.9999999995 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [906] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [911] 1.0000000000 0.9999999802 1.0000000000 0.9999322759 1.0000000000
## [916] 1.0000000000 1.0000000000 0.9921549770 1.0000000000 1.0000000000
## [921] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [926] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [931] 1.0000000000 0.9999997779 1.0000000000 1.0000000000 1.0000000000
## [936] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [941] 1.0000000000 1.0000000000 0.9999563821 0.9999999999 1.0000000000
## [946] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999693
## [951] 1.0000000000 0.9999999988 1.0000000000 1.0000000000 1.0000000000
## [956] 0.9999939775 1.0000000000 1.0000000000 0.9999992625 1.0000000000
## [961] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [966] 1.0000000000 0.9998045479 0.9999656886 1.0000000000 1.0000000000
## [971] 1.0000000000 0.7271082163 0.9999990992 0.9999999946 1.0000000000
## [976] 0.9999999981 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [981] 1.0000000000 0.9999999972 1.0000000000 1.0000000000 1.0000000000
## [986] 1.0000000000 1.0000000000 1.0000000000 0.9999999972 1.0000000000
## [991] 1.0000000000 0.9999999965 1.0000000000 1.0000000000 1.0000000000
## [996] 1.0000000000 1.0000000000 0.9999997445 1.0000000000 1.0000000000
## [1001] 0.9999999989 0.9999999992 1.0000000000 1.0000000000 0.0084928629
## [1006] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1011] 1.0000000000 1.0000000000 0.9999999674 1.0000000000 1.0000000000
## [1016] 1.0000000000 1.0000000000 0.9999999768 1.0000000000 1.0000000000
## [1021] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999910155
## [1026] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1031] 0.9999999768 1.0000000000 0.9999999994 1.0000000000 1.0000000000
## [1036] 0.9999999966 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1041] 0.9999999994 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1046] 0.9999999984 0.9999998598 1.0000000000 1.0000000000 1.0000000000
## [1051] 1.0000000000 1.0000000000 1.0000000000 0.9999999998 1.0000000000
## [1056] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1061] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1066] 0.9999999997 0.9999999983 1.0000000000 1.0000000000 1.0000000000
## [1071] 1.0000000000 1.0000000000 0.9999999994 1.0000000000 1.0000000000
## [1076] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1081] 1.0000000000 1.0000000000 1.0000000000 0.9999517950 1.0000000000
## [1086] 0.9999999984 0.9999999998 1.0000000000 1.0000000000 0.9998860914
## [1091] 1.0000000000 0.0422897718 1.0000000000 1.0000000000 1.0000000000
## [1096] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1101] 1.0000000000 1.0000000000 0.9999999996 0.9999998030 1.0000000000
## [1106] 1.0000000000 0.9999999997 1.0000000000 0.9999999418 1.0000000000
## [1111] 1.0000000000 1.0000000000 1.0000000000 0.9999999997 1.0000000000
## [1116] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9739159249
## [1121] 1.0000000000 0.9999990625 1.0000000000 1.0000000000 1.0000000000
## [1126] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999973475
## [1131] 1.0000000000 1.0000000000 1.0000000000 0.9999999997 0.9999999994
## [1136] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1141] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1146] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1151] 1.0000000000 0.9999999998 1.0000000000 1.0000000000 1.0000000000
## [1156] 1.0000000000 1.0000000000 1.0000000000 0.9999999927 0.9999999999
## [1161] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1166] 0.9183397445 1.0000000000 1.0000000000 0.9999999041 1.0000000000
## [1171] 1.0000000000 1.0000000000 0.9999999998 1.0000000000 1.0000000000
## [1176] 1.0000000000 1.0000000000 1.0000000000 0.9998195723 1.0000000000
## [1181] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
## [1186] 1.0000000000 0.9999999999 1.0000000000 1.0000000000 0.6547534606
## [1191] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9999999999
## [1196] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000set.seed(123)
y<-rbinom(n,1,p);
y## [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [260] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [297] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [334] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1
## [371] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [408] 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1
## [445] 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [482] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [519] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [556] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1
## [593] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1
## [630] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [667] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [704] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [741] 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [778] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1
## [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [852] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [889] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1000] 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1037] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1074] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1111] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1148] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [1185] 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1set.seed(123)
data_gabungan<- data.frame(y,X1,X2,X3,X4);
data_gabungan## y X1 X2 X3 X4
## 1 1 81.71 66.97 7 0
## 2 1 82.47 68.76 7 1
## 3 1 86.59 78.42 9 0
## 4 1 83.16 70.38 7 1
## 5 1 83.30 70.70 7 1
## 6 1 86.94 79.26 9 0
## 7 1 84.06 72.49 8 1
## 8 1 80.09 63.17 6 1
## 9 1 81.42 66.29 7 1
## 10 1 81.97 67.59 7 0
## 11 1 85.82 76.61 8 1
## 12 1 83.83 71.94 8 0
## 13 1 83.92 72.16 8 1
## 14 1 83.25 70.60 7 1
## 15 1 81.72 67.00 7 0
## 16 1 87.11 79.65 9 1
## 17 1 84.15 72.69 8 0
## 18 1 78.48 59.38 5 0
## 19 1 84.61 73.79 8 0
## 20 1 81.91 67.45 7 1
## 21 1 80.54 64.23 6 1
## 22 1 82.50 68.82 7 1
## 23 1 80.64 64.46 6 1
## 24 1 81.32 66.06 7 1
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## 722 1 79.02 60.67 6 1
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## 1063 1 85.57 76.03 8 0
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## 1085 1 84.52 73.56 8 1
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## 1088 1 85.11 74.96 8 0
## 1089 1 81.96 67.56 7 1
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## 1138 1 85.99 77.01 8 0
## 1139 1 86.63 78.53 9 1
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## 1141 1 82.17 68.06 7 1
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## 1143 1 83.16 70.37 7 0
## 1144 1 83.22 70.52 7 1
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## 1146 1 81.28 65.97 7 0
## 1147 1 81.05 65.43 6 1
## 1148 1 85.75 76.46 8 1
## 1149 1 81.74 67.04 7 0
## 1150 1 83.70 71.64 7 0
## 1151 1 82.87 69.69 7 1
## 1152 1 80.80 64.83 6 1
## 1153 1 84.36 73.19 8 1
## 1154 1 83.40 70.93 7 1
## 1155 1 86.22 77.56 8 1
## 1156 1 83.27 70.63 7 0
## 1157 1 82.24 68.21 7 0
## 1158 1 83.64 71.50 7 1
## 1159 1 80.27 63.60 6 1
## 1160 1 81.08 65.49 6 0
## 1161 1 84.17 72.76 8 0
## 1162 1 82.23 68.20 7 0
## 1163 1 82.85 69.64 7 0
## 1164 1 82.73 69.38 7 0
## 1165 1 81.50 66.49 7 0
## 1166 1 78.36 59.10 5 0
## 1167 1 83.80 71.88 8 1
## 1168 1 84.75 74.11 8 0
## 1169 1 80.04 63.04 6 0
## 1170 1 86.41 78.00 9 1
## 1171 1 83.89 72.08 8 0
## 1172 1 86.09 77.24 8 0
## 1173 1 80.80 64.83 6 1
## 1174 1 83.38 70.90 7 1
## 1175 1 82.77 69.46 7 0
## 1176 1 84.77 74.15 8 1
## 1177 1 81.68 66.89 7 1
## 1178 1 82.98 69.95 7 0
## 1179 1 78.91 60.40 6 0
## 1180 1 81.21 65.80 7 1
## 1181 1 83.29 70.68 7 0
## 1182 1 81.38 66.19 7 0
## 1183 1 82.90 69.76 7 1
## 1184 1 81.92 67.47 7 1
## 1185 1 84.40 73.28 8 1
## 1186 1 85.69 76.31 8 0
## 1187 1 81.11 65.56 6 0
## 1188 1 82.29 68.34 7 1
## 1189 1 86.31 77.77 8 1
## 1190 0 77.94 58.13 5 1
## 1191 1 82.26 68.27 7 0
## 1192 1 87.75 81.15 9 1
## 1193 1 88.05 81.85 9 0
## 1194 1 83.36 70.85 7 1
## 1195 1 81.01 65.34 6 0
## 1196 1 83.38 70.89 7 0
## 1197 1 81.50 66.48 7 1
## 1198 1 86.34 77.85 9 0
## 1199 1 81.15 65.64 6 1
## 1200 1 83.86 72.01 8 0modelreglog<-glm(y~X1+X2+X3+X4, family=binomial(link="logit"), data=data_gabungan);## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurredsummary(modelreglog)##
## Call:
## glm(formula = y ~ X1 + X2 + X3 + X4, family = binomial(link = "logit"),
## data = data_gabungan)
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -13282.522 21965.694 -0.605 0.545
## X1 244.746 250.568 0.977 0.329
## X2 -100.719 106.429 -0.946 0.344
## X3 12.450 3489.697 0.004 0.997
## X4 -1.523 1.822 -0.836 0.403
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 125.127 on 1199 degrees of freedom
## Residual deviance: 10.556 on 1195 degrees of freedom
## AIC: 20.556
##
## Number of Fisher Scoring iterations: 25