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INDUSTRI B
REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT KONSUMSI /METHOD=ENTER PRODUKSI /SCATTERPLOT=(*SDRESID ,*ZPRED) (*ZPRED ,KONSUMSI) /RESIDUALS NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) ALL.
Kondisi 1Ada pengaruh Produksi terhadap Konsumsi Energi
RegressionNotes
Output Created07-MAR-2016 20:21:01
Comments
InputActive DatasetDataSet2
Filter
Weight
Split File
N of Rows in Working Data File12
Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing.
Cases UsedStatistics are based on cases with no missing values for any variable used.
SyntaxREGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT KONSUMSI /METHOD=ENTER PRODUKSI /SCATTERPLOT=(*SDRESID ,*ZPRED) (*ZPRED ,KONSUMSI) /RESIDUALS NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) ALL.
ResourcesProcessor Time00:00:04,24
Elapsed Time00:00:10,74
Memory Required1356 bytes
Additional Memory Required for Residual Plots824 bytes
[DataSet2] Output 1Descriptive Statistics
MeanStd. DeviationN
KONSUMSI2134727,0000305939,8403212
PRODUKSI6250574,1667408577,5977312
Output 2Correlations
KONSUMSIPRODUKSI
Pearson CorrelationKONSUMSI1,000,614
PRODUKSI,6141,000Korelasi antara Konsumsi dan Produksi adalah 0,614
Sig. (1-tailed)KONSUMSI.,017
PRODUKSI,017.
NKONSUMSI1212
PRODUKSI1212
Output 3Variables Entered/Removeda
ModelVariables EnteredVariables RemovedMethod
1PRODUKSIb.Enter
a. Dependent Variable: KONSUMSI
b. All requested variables entered.
Output 4Model Summaryb
ModelRR SquareAdjusted R SquareStd. Error of the EstimateR Square = 0,377. Nilai determinasi = 0,377 = 37,7%. Berarti Variabel Konsumsi 37,7% disebabkan oleh variabel Produksi
1,614a,377,314253359,31160
a. Predictors: (Constant), PRODUKSI
b. Dependent Variable: KONSUMSI
Output 5ANOVAa
ModelSum of SquaresdfMean SquareFSig.
1Regression387681637128,0001387681637128,0006,040,034b
Residual641909407732,0001064190940773,200
Total1029591044860,00011
a. Dependent Variable: KONSUMSI
b. Predictors: (Constant), PRODUKSI
Output 6Coefficientsa
ModelUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
1(Constant)-737316,6611170940,237-,630,543
PRODUKSI,459,187,6142,458,034
a. Dependent Variable: KONSUMSIY = -737316,661+0,459X . Misal Produksi = 2000000 m3, maka X = 2000000.Y =-737316,661+(0,459x2000000) = 180683,339 kWh
Output 7Casewise Diagnosticsa
Case NumberStd. ResidualKONSUMSIPredicted ValueResidual
1-,7161,68E+0061857575,8690-181397,86904
2-,8141,71E+0061920790,2245-206280,22446
3-,5401,77E+0061906490,2843-136876,28428
4,3892,32E+0062224080,183798589,81631
5-,7491,99E+0062179662,2409-189814,24086
6,0392,30E+0062286683,43069862,56945
7-,5102,16E+0062285133,1446-129119,14464
82,6132,58E+0061920867,4171662146,58288
9-,5262,08E+0062216483,1394-133171,13945
10-,0612,09E+0062106483,5996-15485,59964
11,2552,48E+0062410738,467164699,53289
12,6192,46E+0062301735,9992156846,00084
a. Dependent Variable: KONSUMSI
Output 8Residuals Statisticsa
MinimumMaximumMeanStd. DeviationN
Predicted Value1857575,87502410738,50002134727,0000187733,2820612
Std. Predicted Value-1,4761,470,0001,00012
Standard Error of Predicted Value74035,961134415,875101371,72621462,78112
Adjusted Predicted Value1753977,12502385597,50002133336,6766191655,8150912
Residual-206280,21875662146,56250,00000241568,6252512
Std. Residual-,8142,613,000,95312
Stud. Residual-,9112,924,0031,06212
Deleted Residual-258299,53125829036,875001390,32342300202,8195112
Stud. Deleted Residual-,9037,290,3712,24012
Mahal. Distance,0232,179,917,76612
Cook's Distance,0001,078,126,30312
Centered Leverage Value,002,198,083,07012
a. Dependent Variable: KONSUMSI
Output 9Charts
Output 10
Output 11
Kondisi 2Ada pengaruh Konsumsi Energi terhadap Produksi
REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT PRODUKSI /METHOD=ENTER KONSUMSI /SCATTERPLOT=(*SDRESID ,*ZPRED) (*ZPRED ,PRODUKSI) /RESIDUALS NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) ALL.
RegressionNotes
Output Created07-MAR-2016 20:28:09
Comments
InputActive DatasetDataSet2
Filter
Weight
Split File
N of Rows in Working Data File12
Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing.
Cases UsedStatistics are based on cases with no missing values for any variable used.
SyntaxREGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT PRODUKSI /METHOD=ENTER KONSUMSI /SCATTERPLOT=(*SDRESID ,*ZPRED) (*ZPRED ,PRODUKSI) /RESIDUALS NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) ALL.
ResourcesProcessor Time00:00:00,95
Elapsed Time00:00:01,18
Memory Required1356 bytes
Additional Memory Required for Residual Plots824 bytes
[DataSet2] Output 1Descriptive Statistics
MeanStd. DeviationN
PRODUKSI6250574,1667408577,5977312
KONSUMSI2134727,0000305939,8403212
Output 2Correlations
PRODUKSIKONSUMSI
Pearson CorrelationPRODUKSI1,000,614Korelasi antara Produksi dan Konsumsi adalah 0,614
KONSUMSI,6141,000
Sig. (1-tailed)PRODUKSI.,017
KONSUMSI,017.
NPRODUKSI1212
KONSUMSI1212
Output 3Variables Entered/Removeda
ModelVariables EnteredVariables RemovedMethod
1KONSUMSIb.Enter
a. Dependent Variable: PRODUKSI
b. All requested variables entered.
Output 4Model SummarybR Square = 0,377. Nilai determinasi = 0,377 = 37,7%. Berarti Variabel Produksi 37,7% disebabkan oleh variabel Konsumsi
ModelRR SquareAdjusted R SquareStd. Error of the Estimate
1,614a,377,314338357,17109
a. Predictors: (Constant), KONSUMSI
b. Dependent Variable: PRODUKSI
Output 5ANOVAa
ModelSum of SquaresdfMean SquareFSig.
1Regression691436434753,6091691436434753,6096,040,034b
Residual1144855752274,05810114485575227,406
Total1836292187027,66711
a. Dependent Variable: PRODUKSI
c. Predictors: (Constant), KONSUMSI
Output 6Coefficientsa
ModelUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
1(Constant)4501178,383718514,8306,265,000
KONSUMSI,819,333,6142,458,034
a. Dependent Variable: PRODUKSI
Y =4501178,383+0,819X . Misal Konsumsi = 200000 kWh, maka X = 200000Y = 4501178,383+(0,819x200000) = 4664978,383 m3
Output 7Casewise Diagnosticsa
Case NumberStd. ResidualPRODUKSIPredicted ValueResidual
1-,6725,65E+0065874797,7656-227407,76559
2-,3585,78E+0065906210,4630-121242,46304
3-,5845,75E+0065951367,6497-197521,64975
4,1206,45E+0066404591,609040448,39104
5,6406,35E+0066131847,2493216522,75066
6,5856,58E+0066383183,2476198104,75241
7,9166,58E+0066268018,6541309895,34594
8-2,4615,79E+0066617940,9596-832804,95955
9,6506,43E+0066208440,0792220065,92077
10-,0766,19E+0066214738,6807-25632,68073
11,9506,85E+0066529783,4843321494,51571
12,2906,61E+0066515970,157998077,84213
a. Dependent Variable: PRODUKSI
Output 8Residuals Statisticsa
MinimumMaximumMeanStd. DeviationN
Predicted Value5874798,00006617941,00006250574,1667250714,6938412
Std. Predicted Value-1,4991,465,0001,00012
Standard Error of Predicted Value97932,891181441,906134568,11732569,10612
Adjusted Predicted Value5947674,50006939435,00006276089,3056279391,9070012
Residual-832804,93750321494,53125,00000322610,9044412
Std. Residual-2,461,950,000,95312
Stud. Residual-2,8981,060-,0341,09112
Deleted Residual-1154299,00000399909,09375-25515,13892423550,3537912
Stud. Deleted Residual-6,8661,067-,3662,13412
Mahal. Distance,0052,246,917,86512
Cook's Distance,0001,621,175,45712
Centered Leverage Value,000,204,083,07912
a. Dependent Variable: PRODUKSI
Output 9Charts
Output 10
Output 11