1Nominal RegressionNotesOutput Created26-JUN-2015
04:39:42CommentsInputData/Users/samuel/Documents/Tugas
Samuel.savActive DatasetDataSet0FilterWeightSplit FileN of Rows in
Working Data File100Missing Value HandlingDefinition of
MissingUser-defined missing values are treated as missing.Cases
UsedStatistics are based on all cases with valid data for all
variables in the model.SyntaxNOMREG diagnosis (BASE=FIRST
ORDER=ASCENDING) BY pendidikan pekerjaan riwayatDM WITH pendapatan
/CRITERIA CIN(95) DELTA(0) MXITER(100) MXSTEP(5) CHKSEP(20)
LCONVERGE(0) PCONVERGE(0.000001) SINGULAR(0.00000001) /MODEL
/STEPWISE=PIN(.05) POUT(0.1) MINEFFECT(0) RULE(SINGLE)
ENTRYMETHOD(LR) REMOVALMETHOD(LR) /INTERCEPT=INCLUDE
/PRINT=CLASSTABLE FIT PARAMETER SUMMARY LRT CPS STEP MFI
IC.ResourcesProcessor Time00:00:00.12Elapsed
Time00:00:00.00[DataSet0] /Users/samuel/Documents/Tugas
Samuel.savWarningsThere are 63 (48.5%) cells (i.e., dependent
variable levels by subpopulations) with zero frequencies.Unexpected
singularities in the Hessian matrix are encountered. This indicates
that either some predictor variables should be excluded or some
categories should be merged.The NOMREG procedure continues despite
the above warning(s). Subsequent results shown are based on the
last iteration. Validity of the model fit is uncertain.Case
Processing SummaryNMarginal PercentagediagnosisDM2838.4%Tidak
DM4561.6%pendidikand356.8%s12534.2%S156.8%s211.4%sd34.1%sma2027.4%SMA56.8%smp912.3%pekerjaanburuh11.4%guru34.1%ibu
rt1824.7%Ibu
Rt22.7%ojek11.4%pensiun2939.7%pns34.1%pNS11.4%PNS11.4%s111.4%swasta1115.1%Swasta11.4%tdk
krja11.4%riwayatDMya1926.0%tidak5474.0%Valid73100.0%Missing27Total100Subpopulation65aa.
The dependent variable has only one value observed in 63 (96.9%)
subpopulations.Model Fitting InformationModelModel Fitting
CriteriaLikelihood Ratio TestsAICBIC-2 Log
LikelihoodChi-SquaredfSig.Intercept
Only96.43198.72294.431Final75.314125.70531.31463.11721.000Goodness-of-FitChi-SquaredfSig.Pearson36.01543.766Deviance28.54243.956Pseudo
R-SquareCox and Snell.579Nagelkerke.786McFadden.649Likelihood Ratio
TestsEffectModel Fitting CriteriaLikelihood Ratio TestsAIC of
Reduced ModelBIC of Reduced Model-2 Log Likelihood of Reduced
ModelChi-SquaredfSig.Intercept75.314125.70531.314a.0000.pendapatan76.198124.29834.1982.8831.089pendidikan72.127106.48442.12710.8127.147pekerjaan74.19097.09554.19022.87612.029riwayatDM81.947130.04739.9478.6331.003The
chi-square statistic is the difference in -2 log-likelihoods
between the final model and a reduced model. The reduced model is
formed by omitting an effect from the final model. The null
hypothesis is that all parameters of that effect are 0.a. This
reduced model is equivalent to the final model because omitting the
effect does not increase the degrees of freedom.Parameter
EstimatesdiagnosisaBStd. ErrorWalddfSig.Exp(B)Tidak
DMIntercept-36.4676582.541.0001.996pendapatan.000.0002.6411.1041.000[pendidikan=d3]14.8514595.279.0001.9972817385.589[pendidikan=s1]15.3464595.279.0001.9974619900.189[pendidikan=S1]-3.1797584.947.00011.000.042[pendidikan=s2]16.788.000.1.19531247.745[pendidikan=sd]15.7748863.778.0001.9997091487.722[pendidikan=sma]17.5814595.279.0001.99743175046.637[pendidikan=SMA]32.5627367.619.0001.996138567098764472.340[pendidikan=smp]0c..0..[pekerjaan=buruh]39.728.000.1.179278599498471680.000[pekerjaan=guru]5.4739347.654.00011.000238.181[pekerjaan=ibu
rt]40.1036582.540.0001.995260955983218420320.000[pekerjaan=Ibu
Rt]41.449.000.1.1002519756431727870.000[pekerjaan=ojek].780.000.1.2.181[pekerjaan=pensiun]23.0435194.441.0001.99610175445987.433[pekerjaan=pns]4.8319345.653.00011.000125.331[pekerjaan=pNS]3.015.000.1.20.386[pekerjaan=PNS]24.244.000.1.33797162231.499[pekerjaan=s1]57.167.000.1.6716967979305625000000000.000[pekerjaan=swasta]25.6595194.441.0001.996139223734848.673[pekerjaan=Swasta]25.172.000.1.85480116826.612[pekerjaan=tdk
krja]0c..0..[riwayatDM=1]-2.9881.2375.8341.016.050[riwayatDM=2]0c..0..Parameter
Estimatesdiagnosisa95% Confidence Interval for Exp(B)Lower
BoundUpper BoundTidak
DMInterceptpendapatan1.0001.000[pendidikan=d3].000.[pendidikan=s1].000.[pendidikan=S1].000.[pendidikan=s2]19531247.74519531247.745[pendidikan=sd].000.[pendidikan=sma].000.[pendidikan=SMA].000.[pendidikan=smp].c.[pekerjaan=buruh]179278599498471680.000179278599498471680.000[pekerjaan=guru].000.[pekerjaan=ibu
rt].000.[pekerjaan=Ibu
Rt]1002519756431727870.0001002519756431727870.000[pekerjaan=ojek]2.1812.181[pekerjaan=pensiun].000.[pekerjaan=pns].000.[pekerjaan=pNS]20.38620.386[pekerjaan=PNS]33797162231.49933797162231.499[pekerjaan=s1]6716967979305625000000000.0006716967979305625000000000.000[pekerjaan=swasta].000.[pekerjaan=Swasta]85480116826.61285480116826.612[pekerjaan=tdk
krja].c.[riwayatDM=1].004.569[riwayatDM=2].c.a. The reference
category is: DM.b. Floating point overflow occurred while computing
this statistic. Its value is therefore set to system missing.c.
This parameter is set to zero because it is
redundant.ClassificationObservedPredictedDMTidak DMPercent
CorrectDM23582.1%Tidak DM34293.3%Overall
Percentage35.6%64.4%89.0%
