Persiapan data

## '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 Usia Eselon1 JenisKelamin
## 1  Elite           2 125.0        33          8   55       3            2
## 2   Able           2 125.0        13          8   32       3            2
## 3 Ailing           1 120.0         4          4   24       3            2
## 4  Elite           1 115.0        20          8   44       3            1
## 5  Elite           2 115.0        32          8   57       5            2
## 6  Elite           2 112.5         7         11   28       6            2
##   Agama Jabatan Golongan GolonganRuang ProvinsiKantor HomeBase JumlahAnak
## 1     3       4        3             9             25        1          1
## 2     3       7        2             5              6        1          0
## 3     1       7        2             2             18        3          0
## 4     1       7        3             6             14        2          0
## 5     1       7        3             9             13        1          2
## 6     1       7        2             5             11        1          0

Jumlah Responden dan Variabel

## [1] 42970    15

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
## Warning in sqrt(diag(vc)): NaNs produced

## Warning in sqrt(diag(vc)): NaNs produced
Ailing Elite Prob_Ailing Prob_Elite Sig_Ailing Sig_Elite
(Intercept) 0.000000e+00 0.000000e+00 0.8312 0.9636
MOFINAiling 1.007872e+271 3.545040e+82 0.1393 0.8474
MOFINElite 2.724366e+153 1.393944e+183 0.8532 0.8407
statusNikah2 5.908015e+20 4.523360e+10 0.9721 0.9926
TOMO 2.364000e-01 1.858100e+00 0.9985 0.9981
MasaKerja 0.000000e+00 5.800000e-03 0.9946 0.9959
Pendidikan2 0.000000e+00 0.000000e+00 NaN 0.0000 NA ***
Pendidikan3 0.000000e+00 0.000000e+00 0.0000 0.9518 ***
Pendidikan4 0.000000e+00 0.000000e+00 0.9764 0.9647
Pendidikan5 2.963078e+07 0.000000e+00 0.0000 0.0000 *** ***
Pendidikan6 1.037721e+46 0.000000e+00 0.9762 0.9934
Pendidikan7 2.729811e+52 0.000000e+00 0.0939 0.6794
Pendidikan8 1.043959e+12 0.000000e+00 0.9928 0.9773
Pendidikan9 1.784935e+22 0.000000e+00 0.9650 0.9571
Pendidikan10 2.569860e+06 1.727141e+46 0.0000 0.0000 *** ***
Pendidikan11 3.698159e+14 0.000000e+00 0.6068 0.1431
Usia 3.572515e+03 2.815890e+01 0.9939 0.9966
Eselon12 0.000000e+00 2.492700e+00 0.9554 0.9995
Eselon13 0.000000e+00 0.000000e+00 0.9838 0.9821
Eselon14 0.000000e+00 0.000000e+00 0.9956 0.9973
Eselon15 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
Eselon16 0.000000e+00 0.000000e+00 0.9350 0.9671
Eselon17 0.000000e+00 2.415307e+07 NaN 0.0000 NA ***
Eselon18 0.000000e+00 2.505269e+13 0.0000 0.0000 *** ***
Eselon19 0.000000e+00 3.839153e+05 0.0000 0.7951 ***
Eselon110 0.000000e+00 0.000000e+00 0.9824 0.9701
Eselon111 5.832060e+01 0.000000e+00 0.7005 0.2933
Eselon112 0.000000e+00 9.706541e+45 0.0000 0.0000 *** ***
Eselon113 6.022509e+03 0.000000e+00 0.0000 0.0000 *** ***
JenisKelamin2 0.000000e+00 0.000000e+00 0.9802 0.9815
Agama2 1.200000e-03 2.627631e+04 0.0000 0.0000 *** ***
Agama3 1.887718e+03 5.700333e+07 0.9982 0.9957
Agama4 1.115425e+07 1.000000e-04 0.0000 0.0000 *** ***
Agama5 5.000000e-04 0.000000e+00 0.8074 0.0000 ***
Agama6 8.794990e+01 4.730000e-02 0.0000 0.0000 *** ***
Agama7 6.975216e+03 2.770000e-02 0.0000 0.0000 *** ***
Jabatan2 0.000000e+00 7.817845e+43 0.0000 0.0000 *** ***
Jabatan3 2.287551e+40 1.915160e+02 0.0000 0.9962 ***
Jabatan4 2.236466e+49 9.894421e+04 0.9336 0.9933
Jabatan5 1.273751e+03 0.000000e+00 0.9957 0.0000 ***
Jabatan6 2.332033e+68 7.537900e+01 0.8815 0.9968
Jabatan7 6.604638e+52 0.000000e+00 0.9492 0.9812
Jabatan8 7.200654e+33 0.000000e+00 0.0000 0.0000 *** ***
Golongan2 0.000000e+00 1.125653e+15 0.9796 0.9848
Golongan3 0.000000e+00 0.000000e+00 0.9601 0.9861
Golongan4 0.000000e+00 0.000000e+00 0.8306 0.8852
GolonganRuang2 1.204850e+56 2.421780e+52 0.9091 0.8566
GolonganRuang3 3.067800e+01 4.810026e+02 0.9993 0.9987
GolonganRuang4 0.000000e+00 0.000000e+00 0.9740 0.9880
GolonganRuang5 0.000000e+00 0.000000e+00 0.0005 0.0863 ***
GolonganRuang6 1.284335e+05 1.723202e+03 0.9952 0.9970
GolonganRuang7 1.215642e+10 1.200898e+17 0.7473 0.8980
GolonganRuang8 0.000000e+00 0.000000e+00 0.9311 0.9493
GolonganRuang9 0.000000e+00 2.000000e-04 0.0331 0.0000 ** ***
GolonganRuang10 2.659003e+03 9.826800e+28 0.9954 0.9612
GolonganRuang11 0.000000e+00 0.000000e+00 0.0000 0.9748 ***
GolonganRuang12 0.000000e+00 5.980784e+18 0.8722 0.9673
GolonganRuang13 7.853215e+17 0.000000e+00 0.0000 0.0000 *** ***
GolonganRuang14 0.000000e+00 5.300000e-03 0.0000 0.0000 *** ***
ProvinsiKantor2 2.115350e+01 1.149920e+07 0.0000 0.0000 *** ***
ProvinsiKantor3 3.531557e+02 7.000000e-04 0.9987 0.9966
ProvinsiKantor4 5.300000e-03 3.434879e+05 0.0000 0.0000 *** ***
ProvinsiKantor5 0.000000e+00 1.753400e+00 0.0000 0.0000 *** ***
ProvinsiKantor6 5.258098e+09 3.347744e+08 0.9933 0.9933
ProvinsiKantor7 6.000000e-04 2.746102e+11 0.0000 0.0000 *** ***
ProvinsiKantor8 1.828640e+01 7.590000e-02 0.0000 0.9980 ***
ProvinsiKantor9 4.396385e+27 7.737166e+22 0.9611 0.3879
ProvinsiKantor10 1.173271e+33 3.814895e+31 0.8607 0.8669
ProvinsiKantor11 9.098137e+24 8.986629e+21 0.0000 0.8047 ***
ProvinsiKantor12 1.131260e+01 0.000000e+00 0.9383 0.9949
ProvinsiKantor13 1.902241e+07 7.000000e-04 0.9829 0.9926
ProvinsiKantor14 0.000000e+00 0.000000e+00 0.9933 0.9943
ProvinsiKantor15 4.000000e-04 8.255280e+01 0.9036 0.9460
ProvinsiKantor16 0.000000e+00 0.000000e+00 0.9427 0.8662
ProvinsiKantor17 1.695520e+01 6.540988e+03 0.9751 0.9228
ProvinsiKantor18 4.276630e+26 1.576241e+20 0.9917 0.9937
ProvinsiKantor19 6.201000e-01 3.046276e+03 0.0000 0.0000 *** ***
ProvinsiKantor20 0.000000e+00 1.704723e+07 0.0000 0.0000 *** ***
ProvinsiKantor21 3.054517e+07 6.029946e+02 0.9933 0.9975
ProvinsiKantor22 0.000000e+00 4.000000e-04 0.0000 0.0000 *** ***
ProvinsiKantor23 1.600000e-03 1.990873e+11 0.0000 0.0000 *** ***
ProvinsiKantor24 9.551801e+13 2.057796e+07 0.0000 0.7884 ***
ProvinsiKantor25 2.010189e+02 2.966197e+02 0.0000 0.0000 *** ***
ProvinsiKantor26 0.000000e+00 1.147456e+04 0.0000 0.0000 *** ***
ProvinsiKantor27 1.381278e+15 4.840908e+07 0.0000 0.0000 *** ***
ProvinsiKantor28 9.566505e+15 4.742051e+05 0.0723 0.5233
ProvinsiKantor29 2.861560e+02 2.731440e+01 0.0000 0.0000 *** ***
ProvinsiKantor30 1.352015e+04 7.098535e+03 0.0000 0.0000 *** ***
ProvinsiKantor31 4.350000e-02 0.000000e+00 0.5709 0.9948
ProvinsiKantor32 6.508168e+09 1.400000e-03 0.9936 0.9982
ProvinsiKantor33 8.254826e+05 6.228729e+17 0.0000 0.0000 *** ***
ProvinsiKantor34 1.596938e+09 4.629095e+04 0.4957 0.7298
ProvinsiKantor35 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
HomeBase1 9.470000e-02 0.000000e+00 0.9994 0.9873
HomeBase2 5.515260e+07 0.000000e+00 0.9723 0.9246
HomeBase3 1.019342e+09 0.000000e+00 0.9937 0.9858
JumlahAnak1 1.026312e+05 1.135961e+13 0.9971 0.9924
JumlahAnak2 0.000000e+00 3.232230e+05 0.9960 0.9958
JumlahAnak3 0.000000e+00 5.145821e+06 0.9936 0.9879
JumlahAnak4 0.000000e+00 1.644140e+22 0.0000 0.0000 *** ***
JumlahAnak5 1.130540e+01 5.053520e+03 0.0000 0.0000 *** ***
JumlahAnak6 1.188000e-01 2.424896e+08 0.0000 0.0000 *** ***
JumlahAnak7 8.321475e+30 5.658280e+01 0.0000 0.0000 *** ***
JumlahAnak8 0.000000e+00 6.577369e+03 0.0000 0.0000 *** ***
JumlahAnak9 0.000000e+00 0.000000e+00 0.0000 0.0000 *** ***
JumlahAnak10 3.538395e+02 2.000000e-04 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%