Penggunaan dan Pembersihan Data

Susunan Data Base

## Learn more about sjPlot with 'browseVignettes("sjPlot")'.
##   y statusNikah  TOMO MasaKerja Pendidikan Usia Eselon1 JenisKelamin Agama
## 1 1           2 125.0        33          8   55       3            2     3
## 2 0           2 125.0        13          8   32       3            2     3
## 3 0           1 120.0         4          4   24       3            2     1
## 4 1           1 115.0        20          8   44       3            1     1
## 5 1           2 115.0        32          8   57       5            2     1
## 6 1           2 112.5         7         11   28       6            2     1
##   Jabatan Golongan GolonganRuang ProvinsiKantor HomeBase JumlahAnak
## 1       4        3             9             25        1          1
## 2       7        2             5              6        1          0
## 3       7        2             2             18        3          0
## 4       7        3             6             14        2          0
## 5       7        3             9             13        1          2
## 6       7        2             5             11        1          0

Jumlah Responden dan Variabel

## [1] 42970    15

Hasil Analisa

## Warning: glm.fit: algorithm did not converge
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
## [1] "Estimate"   "Std. Error" "z value"    "Pr(>|z|)"
Estimate Std. Error z value Probability Sig
(Intercept) 3.962692e+15 76430653.84 51846893 0 ***
statusNikah2 -1.258881e+14 1278932.72 -98432158 0 ***
TOMO 3.245489e+13 13283.23 2443297740 0 ***
MasaKerja -2.066665e+13 125675.53 -164444481 0 ***
Pendidikan2 -3.289696e+15 11838414.31 -277883166 0 ***
Pendidikan3 -3.199609e+15 10860753.64 -294602894 0 ***
Pendidikan4 -3.398227e+15 10894956.80 -311908276 0 ***
Pendidikan5 -2.140159e+15 22212730.92 -96348318 0 ***
Pendidikan6 -3.634422e+15 11018745.49 -329839951 0 ***
Pendidikan7 -3.503063e+15 11334088.91 -309073199 0 ***
Pendidikan8 -3.381807e+15 11016366.36 -306980266 0 ***
Pendidikan9 -3.383520e+15 11138236.17 -303775171 0 ***
Pendidikan10 -3.472130e+15 13723130.85 -253012987 0 ***
Pendidikan11 -3.354953e+15 11389475.44 -294566089 0 ***
Usia 3.920426e+13 135562.65 289196623 0 ***
Eselon12 4.718690e+14 3108612.48 151794082 0 ***
Eselon13 -5.845312e+13 1793754.89 -32587017 0 ***
Eselon14 1.546506e+14 1914765.64 80767397 0 ***
Eselon15 2.320829e+14 1940093.98 119624588 0 ***
Eselon16 -2.280709e+12 2135478.99 -1068008 0 ***
Eselon17 -1.505030e+13 4015586.07 -3747970 0 ***
Eselon18 1.585514e+14 3944020.34 40200446 0 ***
Eselon19 2.141543e+14 3470880.90 61700279 0 ***
Eselon110 -7.825952e+14 4116858.68 -190095225 0 ***
Eselon111 7.259801e+14 2757581.91 263266907 0 ***
Eselon112 8.366249e+14 11858391.89 70551294 0 ***
Eselon113 5.794347e+14 75195488.44 7705711 0 ***
JenisKelamin2 -1.545536e+14 785995.48 -196634155 0 ***
Agama2 -2.009660e+13 1826315.89 -11003901 0 ***
Agama3 -9.544504e+13 1132522.57 -84276502 0 ***
Agama4 2.140252e+14 13186293.19 16230887 0 ***
Agama5 1.110851e+14 2717167.49 40882674 0 ***
Agama6 -1.116274e+15 67173768.38 -16617712 0 ***
Agama7 3.197059e+14 13736522.38 23274150 0 ***
Jabatan2 1.832167e+15 33936878.51 53987487 0 ***
Jabatan3 1.332905e+15 34161731.61 39017499 0 ***
Jabatan4 1.483592e+15 34124100.46 43476359 0 ***
Jabatan5 1.189252e+15 34190578.68 34783043 0 ***
Jabatan6 1.032338e+15 34104752.31 30269621 0 ***
Jabatan7 1.184282e+15 34129061.93 34700117 0 ***
Jabatan8 2.466574e+14 35486793.61 6950681 0 ***
Golongan2 -4.180891e+15 67336463.40 -62089551 0 ***
Golongan3 -4.080278e+15 67390689.95 -60546618 0 ***
Golongan4 -2.052474e+15 78189947.95 -26249850 0 ***
GolonganRuang2 3.344037e+14 2112699.77 158282636 0 ***
GolonganRuang3 3.634750e+14 2635079.03 137937034 0 ***
GolonganRuang4 9.173927e+13 1392123.00 65898822 0 ***
GolonganRuang6 -4.407321e+13 2060358.25 -21391044 0 ***
GolonganRuang7 -1.175712e+14 1768817.81 -66468824 0 ***
GolonganRuang8 -5.507072e+13 1570413.49 -35067657 0 ***
GolonganRuang10 -1.950501e+15 39573807.99 -49287685 0 ***
GolonganRuang11 -1.993860e+15 39626131.29 -50316787 0 ***
GolonganRuang12 -2.542220e+15 39594744.26 -64205988 0 ***
GolonganRuang13 -2.471405e+15 39546376.37 -62493836 0 ***
ProvinsiKantor2 -2.405335e+14 4854415.87 -49549429 0 ***
ProvinsiKantor3 -3.562864e+14 2925786.06 -121774601 0 ***
ProvinsiKantor4 -4.315976e+14 4718352.89 -91472099 0 ***
ProvinsiKantor5 4.884932e+14 3670835.97 133074109 0 ***
ProvinsiKantor6 -3.585804e+13 2409229.10 -14883617 0 ***
ProvinsiKantor7 1.807808e+14 5687642.17 31784840 0 ***
ProvinsiKantor8 -4.291661e+13 4240947.28 -10119580 0 ***
ProvinsiKantor9 -2.135689e+14 2641488.49 -80851730 0 ***
ProvinsiKantor10 1.396449e+14 2639950.24 52896790 0 ***
ProvinsiKantor11 -2.089196e+13 2543252.19 -8214664 0 ***
ProvinsiKantor12 -9.770164e+13 3354237.23 -29127826 0 ***
ProvinsiKantor13 3.201967e+14 3298355.30 97077687 0 ***
ProvinsiKantor14 3.447958e+14 3935825.51 87604442 0 ***
ProvinsiKantor15 -3.171093e+13 3284289.54 -9655338 0 ***
ProvinsiKantor16 2.374485e+14 10403067.05 22824852 0 ***
ProvinsiKantor17 -1.577682e+14 3121854.96 -50536672 0 ***
ProvinsiKantor18 -3.201648e+14 3505824.87 -91323679 0 ***
ProvinsiKantor19 1.179135e+14 4360047.72 27044085 0 ***
ProvinsiKantor20 1.638690e+14 5193136.65 31554919 0 ***
ProvinsiKantor21 -1.234374e+14 3430052.28 -35987045 0 ***
ProvinsiKantor22 2.481984e+14 3835371.56 64712993 0 ***
ProvinsiKantor23 3.725837e+13 4021991.04 9263663 0 ***
ProvinsiKantor24 -4.747485e+14 3893559.67 -121931727 0 ***
ProvinsiKantor25 -8.288670e+13 4914109.39 -16867084 0 ***
ProvinsiKantor26 -3.278293e+14 3217889.47 -101877118 0 ***
ProvinsiKantor27 4.792840e+13 6550653.82 7316582 0 ***
ProvinsiKantor28 7.335876e+14 2957872.54 248011893 0 ***
ProvinsiKantor29 -3.279792e+13 4256726.93 -7704963 0 ***
ProvinsiKantor30 -6.030730e+13 4617154.28 -13061572 0 ***
ProvinsiKantor31 3.144187e+13 3818918.20 8233187 0 ***
ProvinsiKantor32 1.604950e+14 3736562.61 42952581 0 ***
ProvinsiKantor33 -2.043541e+13 3176151.31 -6434015 0 ***
ProvinsiKantor34 1.256805e+13 2817895.08 4460084 0 ***
ProvinsiKantor35 -5.821892e+14 33267322.59 -17500332 0 ***
HomeBase1 1.841300e+14 3273196.09 56253900 0 ***
HomeBase2 1.859371e+14 3542947.77 52480908 0 ***
HomeBase3 -1.651337e+13 3314917.57 -4981531 0 ***
JumlahAnak1 5.811220e+13 1074056.54 54105345 0 ***
JumlahAnak2 3.245421e+13 1103567.21 29408457 0 ***
JumlahAnak3 1.025864e+14 1333678.85 76919857 0 ***
JumlahAnak4 9.800788e+13 1910067.18 51311223 0 ***
JumlahAnak5 4.036428e+13 3192537.88 12643320 0 ***
JumlahAnak6 -6.968078e+13 4984609.56 -13979186 0 ***
JumlahAnak7 -1.050842e+14 9214110.12 -11404705 0 ***
JumlahAnak8 -3.035211e+14 15080458.83 -20126781 0 ***
JumlahAnak9 -9.825719e+14 25427681.15 -38641820 0 ***
JumlahAnak10 1.028118e+15 47517852.62 21636453 0 ***

Keterangan :

“***" signifikan pada 0.001 atau taraf Kepercayaan : 99%

“**" signifikan pada 0.05 atau taraf kepercayaan 95%

“*" signifikan pada 0.1 atau taraf kepercayaan 90%