Persiapan data

## Learn more about sjmisc with 'browseVignettes("sjmisc")'.
## 'data.frame':    42994 obs. of  21 variables:
##  $ ID            : int  35262 38325 37526 17042 21125 271 292 734 1699 1791 ...
##  $ Eselon1       : int  3 3 3 3 5 6 1 6 1 5 ...
##  $ Eselon2       : int  140 126 119 137 161 105 6 105 8 157 ...
##  $ Satker        : int  653 411 334 596 950 193 1098 193 1100 901 ...
##  $ TipeUnit      : int  2 2 2 2 2 2 1 2 1 2 ...
##  $ LevelSatker   : int  4 3 3 3 2 3 2 3 2 3 ...
##  $ Usia          : int  55 32 24 44 57 28 40 42 32 57 ...
##  $ JenisKelamin  : int  2 2 2 1 2 2 1 2 1 2 ...
##  $ Agama         : int  3 3 1 1 1 1 2 1 1 1 ...
##  $ StatusNikah   : int  2 2 1 1 2 2 2 2 2 2 ...
##  $ JumlahAnak    : int  1 0 0 0 2 0 1 1 1 1 ...
##  $ Jabatan       : int  4 7 7 7 7 7 7 7 7 7 ...
##  $ GolonganRuang : int  9 5 2 6 9 5 5 5 5 7 ...
##  $ Golongan      : int  3 2 2 3 3 2 2 2 2 3 ...
##  $ Pendidikan    : int  8 8 4 8 8 11 3 3 6 3 ...
##  $ MasaKerja     : int  33 13 4 20 32 7 16 23 10 32 ...
##  $ ProvinsiKantor: int  25 6 18 14 13 11 6 11 6 9 ...
##  $ HomeBase      : int  1 1 3 2 1 1 3 3 1 1 ...
##  $ LolosUji      : int  1 1 1 1 1 1 1 1 1 1 ...
##  $ TOMO          : num  125 125 120 115 115 ...
##  $ MOFIN         : num  92.2 60.8 50 96.2 100 ...
## 'data.frame':    42970 obs. of  21 variables:
##  $ ID            : int  35262 38325 37526 17042 21125 271 292 734 1699 1791 ...
##  $ Eselon1       : int  3 3 3 3 5 6 1 6 1 5 ...
##  $ Eselon2       : int  140 126 119 137 161 105 6 105 8 157 ...
##  $ Satker        : int  653 411 334 596 950 193 1098 193 1100 901 ...
##  $ TipeUnit      : int  2 2 2 2 2 2 1 2 1 2 ...
##  $ LevelSatker   : int  4 3 3 3 2 3 2 3 2 3 ...
##  $ Usia          : int  55 32 24 44 57 28 40 42 32 57 ...
##  $ JenisKelamin  : int  2 2 2 1 2 2 1 2 1 2 ...
##  $ Agama         : int  3 3 1 1 1 1 2 1 1 1 ...
##  $ StatusNikah   : int  2 2 1 1 2 2 2 2 2 2 ...
##  $ JumlahAnak    : int  1 0 0 0 2 0 1 1 1 1 ...
##  $ Jabatan       : int  4 7 7 7 7 7 7 7 7 7 ...
##  $ GolonganRuang : int  9 5 2 6 9 5 5 5 5 7 ...
##  $ Golongan      : int  3 2 2 3 3 2 2 2 2 3 ...
##  $ Pendidikan    : int  8 8 4 8 8 11 3 3 6 3 ...
##  $ MasaKerja     : int  33 13 4 20 32 7 16 23 10 32 ...
##  $ ProvinsiKantor: int  25 6 18 14 13 11 6 11 6 9 ...
##  $ HomeBase      : int  1 1 3 2 1 1 3 3 1 1 ...
##  $ LolosUji      : int  1 1 1 1 1 1 1 1 1 1 ...
##  $ TOMO          : num  125 125 120 115 115 ...
##  $ MOFIN         : num  92.2 60.8 50 96.2 100 ...
##  - attr(*, "na.action")=Class 'omit'  Named int [1:24] 4767 13608 34087 40809 41277 41418 41556 41669 41872 42017 ...
##   .. ..- attr(*, "names")= chr [1:24] "4767" "13608" "34087" "40809" ...
##    MOFIN statusNikah  TOMO MasaKerja Pendidikan Eselon1 JenisKelamin Agama
## 1  Elite           2 125.0        33          8       3            2     3
## 2   Able           2 125.0        13          8       3            2     3
## 3 Ailing           1 120.0         4          4       3            2     1
## 4  Elite           1 115.0        20          8       3            1     1
## 5  Elite           2 115.0        32          8       5            2     1
## 6  Elite           2 112.5         7         11       6            2     1
##   Jabatan GolonganRuang ProvinsiKantor HomeBase
## 1       4             9             25        1
## 2       7             5              6        1
## 3       7             2             18        3
## 4       7             6             14        2
## 5       7             9             13        1
## 6       7             5             11        1

Jumlah Responden dan Variabel

## [1] 42970    12

Kategori digunakan : < 60 = Ailing, diantara 61 sd 70 = Able dan >=71 adalah Elite

Proses Perhitungan dan Hasil

## Loading required package: lattice
## Loading required package: ggplot2
Ailing Elite Prob_Ailing Prob_Elite Sig_Ailing Sig_Elite
(Intercept) 0.000000e+00 0.000000e+00 0.0000 0.0231 *** **
MOFINAiling Inf Inf 0.0033 0.0344 *** **
MOFINElite 3.528350e+201 Inf 0.0000 0.0000 *** ***
statusNikah2 1.365517e+10 2.927409e+08 0.9511 0.9571
TOMO 9.470000e-02 2.281700e+00 0.9833 0.9864
MasaKerja 2.164216e+02 8.711960e+01 0.9646 0.9930
Pendidikan2 1.000000e-04 0.000000e+00 0.9607 0.0000 ***
Pendidikan3 0.000000e+00 2.478223e+11 0.9298 0.9264
Pendidikan4 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Pendidikan5 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Pendidikan6 0.000000e+00 0.000000e+00 0.9816 0.9845
Pendidikan7 1.612900e+00 4.084563e+05 0.0000 0.0000 *** ***
Pendidikan8 6.100000e-02 0.000000e+00 0.0000 0.0000 *** ***
Pendidikan9 0.000000e+00 4.842000e-01 0.9841 0.9993
Pendidikan10 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Pendidikan11 0.000000e+00 0.000000e+00 0.7957 0.6264
Eselon12 2.539697e+45 1.828621e+90 0.9061 0.8146
Eselon13 7.047559e+25 2.482671e+21 0.9444 0.0000 ***
Eselon14 1.190987e+56 3.765287e+29 0.4990 0.0000 ***
Eselon15 8.816706e+05 2.414096e+39 0.9615 0.7491
Eselon16 6.592158e+65 8.097166e+57 0.0000 0.0000 *** ***
Eselon17 7.782904e+19 5.174062e+05 0.0000 0.0000 *** ***
Eselon18 0.000000e+00 2.386500e+00 0.0000 0.0000 *** ***
Eselon19 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Eselon110 0.000000e+00 0.000000e+00 0.0000 0.9787 ***
Eselon111 6.700000e-03 2.844817e+35 0.9968 0.9478
Eselon112 3.659753e+22 0.000000e+00 0.0000 0.9588 ***
Eselon113 2.772129e+02 0.000000e+00 0.0000 0.0000 *** ***
JenisKelamin2 1.279808e+27 2.217347e+05 0.9174 0.9734
Agama2 0.000000e+00 2.700000e-03 0.0000 0.0000 *** ***
Agama3 7.833701e+39 1.170976e+34 0.0000 0.0000 *** ***
Agama4 0.000000e+00 2.683153e+06 0.0000 0.0000 *** ***
Agama5 2.278592e+31 2.421395e+37 0.0000 0.0000 *** ***
Agama6 4.756800e+00 5.600000e-03 0.0000 0.0000 *** ***
Agama7 8.883032e+03 1.000000e-03 0.0000 0.0000 *** ***
Jabatan2 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Jabatan3 3.211531e+15 1.790000e-02 0.0000 0.0000 *** ***
Jabatan4 0.000000e+00 0.000000e+00 0.8426 0.6989
Jabatan5 4.710099e+09 1.300000e-03 0.0000 0.0000 *** ***
Jabatan6 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Jabatan7 0.000000e+00 0.000000e+00 0.8696 0.8858
Jabatan8 1.053457e+24 0.000000e+00 0.0000 0.7648 ***
GolonganRuang2 0.000000e+00 0.000000e+00 0.9678 0.0000 ***
GolonganRuang3 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang4 1.454486e+48 2.385999e+32 0.9376 0.9525
GolonganRuang5 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang6 7.202783e+23 0.000000e+00 0.0000 0.9684 ***
GolonganRuang7 0.000000e+00 0.000000e+00 0.7464 0.6718
GolonganRuang8 0.000000e+00 0.000000e+00 0.0000 0.8120 ***
GolonganRuang9 1.000000e-04 0.000000e+00 0.9915 0.9265
GolonganRuang10 1.643641e+03 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang11 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang12 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang13 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang14 0.000000e+00 2.726400e+01 0.0000 0.0000 *** ***
ProvinsiKantor2 1.900000e-03 1.000000e-04 0.0000 0.0000 *** ***
ProvinsiKantor3 1.474870e+15 4.388270e+14 0.0000 0.0000 *** ***
ProvinsiKantor4 6.169319e+23 4.329500e+00 0.0000 0.0000 *** ***
ProvinsiKantor5 0.000000e+00 6.900000e-03 0.9508 0.9965
ProvinsiKantor6 3.418911e+22 3.652116e+20 0.9461 0.9357
ProvinsiKantor7 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor8 1.604728e+06 1.202769e+08 0.0000 0.0000 *** ***
ProvinsiKantor9 0.000000e+00 0.000000e+00 0.8907 0.8523
ProvinsiKantor10 0.000000e+00 5.550000e-02 0.9357 0.0000 ***
ProvinsiKantor11 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor12 5.558413e+13 5.712732e+24 0.0000 0.0000 *** ***
ProvinsiKantor13 4.408959e+18 1.331444e+40 0.0000 0.0000 *** ***
ProvinsiKantor14 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor15 9.950170e+24 8.301841e+31 0.0000 0.0000 *** ***
ProvinsiKantor16 0.000000e+00 1.477833e+05 0.0000 0.0000 *** ***
ProvinsiKantor17 8.908011e+38 1.529317e+64 0.6387 0.0000 ***
ProvinsiKantor18 3.609900e+24 4.885631e+19 0.0000 0.0000 *** ***
ProvinsiKantor19 0.000000e+00 3.583259e+28 0.0000 0.0000 *** ***
ProvinsiKantor20 2.454400e+12 3.192849e+04 0.0000 0.0000 *** ***
ProvinsiKantor21 5.514767e+31 4.279307e+35 0.0000 0.0000 *** ***
ProvinsiKantor22 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor23 4.478591e+26 1.708591e+25 0.0000 0.0000 *** ***
ProvinsiKantor24 3.157913e+03 4.467040e+01 0.0000 0.0000 *** ***
ProvinsiKantor25 0.000000e+00 1.000000e-04 0.0000 0.0000 *** ***
ProvinsiKantor26 6.036823e+20 4.130597e+23 0.0000 0.0000 *** ***
ProvinsiKantor27 3.923106e+14 1.104230e+17 0.0000 0.0000 *** ***
ProvinsiKantor28 1.374000e-01 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor29 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor30 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor31 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor32 1.783000e-01 0.000000e+00 0.0000 0.0000 *** ***
ProvinsiKantor33 3.259295e+09 3.032663e+12 0.0000 0.0000 *** ***
ProvinsiKantor34 2.800124e+19 2.550949e+23 0.0000 0.0000 *** ***
ProvinsiKantor35 0.000000e+00 0.000000e+00 0.0000 0.9238 ***
HomeBase1 5.567765e+38 3.668500e+11 0.8157 0.9682
HomeBase2 3.355999e+58 3.358632e+28 0.6620 0.9537
HomeBase3 1.893573e+63 1.188967e+27 0.0000 0.0000 *** ***

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%