NPAR TESTS
/K-S(NORMAL)=RES_1
/STATISTICS DESCRIPTIVES
/MISSING ANALYSIS.
NPar Tests
UJI NORMALITAS
[DataSet1] D:\Semester 6\MENTKUAN\metkuan data tugas.sav
Descriptive Statistics
N
Mean
Std. Deviation
Minimum
Maximum
Unstandardized Residual
38
0E-7
354,99441656
-976,05009
1307,41245
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N
38
Normal Parametersa,b
Mean
0E-7
Std. Deviation
354,99441656
Most Extreme Differences
Absolute
,171
Positive
,171
Negative
-,116
Kolmogorov-Smirnov Z
1,055
Asymp. Sig. (2-tailed)
,215
a. Test distribution is Normal.
b. Calculated from data.
REGRESSION
/MISSING LISTWISE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT TP
/METHOD=ENTER LL BNH PPK TK
/RESIDUALS DURBIN.
Regression
UJI AUTKORELASI
[DataSet1] D:\Semester 6\MENTKUAN\metkuan data tugas.sav
Variables Entered/Removeda
Model
Variables Entered
Variables Removed
Method
1
TK, BNH, PPK, LLb
.
Enter
a. Dependent Variable: TP
b. All requested variables entered.
Model Summaryb
Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
Durbin-Watson
1
,933a
,871
,855
375,894
2,416
a. Predictors: (Constant), TK, BNH, PPK, LL
b. Dependent Variable: TP
ANOVAa
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
31439706,229
4
7859926,557
55,627
,000b
Residual
4662778,324
33
141296,313
Total
36102484,553
37
a. Dependent Variable: TP
b. Predictors: (Constant), TK, BNH, PPK, LL
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t
Sig.
B
Std. Error
Beta
1
(Constant)
-208,129
154,488
-1,347
,187
LL
,291
,134
,535
2,174
,037
BNH
119,130
58,395
,499
2,040
,049
PPK
-2,412
1,176
-,216
-2,052
,048
TK
2,783
1,195
,161
2,328
,026
a. Dependent Variable: TP
Residuals Statisticsa
Minimum
Maximum
Mean
Std. Deviation
N
Predicted Value
105,74
3495,78
1137,66
921,804
38
Residual
-976,050
1307,412
,000
354,994
38
Std. Predicted Value
-1,119
2,558
,000
1,000
38
Std. Residual
-2,597
3,478
,000
,944
38
a. Dependent Variable: TP
REGRESSION
/MISSING LISTWISE
/STATISTICS BCOV COLLIN TOL
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT TP
/METHOD=ENTER LL BNH PPK TK.
Regression
UJI MULTIKOLINEARITAS
[DataSet1] D:\Semester 6\MENTKUAN\metkuan data tugas.sav
Variables Entered/Removeda
Model
Variables Entered
Variables Removed
Method
1
TK, BNH, PPK, LLb
.
Enter
a. Dependent Variable: TP
b. All requested variables entered.
Coefficientsa
Model
Collinearity Statistics
Tolerance
VIF
1
LL
,065
15,468
BNH
,066
15,260
PPK
,353
2,833
TK
,814
1,228
a. Dependent Variable: TP
Coefficient Correlationsa
Model
TK
BNH
PPK
LL
1
Correlations
TK
1,000
,023
-,188
-,070
BNH
,023
1,000
-,158
-,908
PPK
-,188
-,158
1,000
-,166
LL
-,070
-,908
-,166
1,000
Covariances
TK
1,429
1,624
-,264
-,011
BNH
1,624
3409,944
-10,849
-7,089
PPK
-,264
-10,849
1,382
-,026
LL
-,011
-7,089
-,026
,018
a. Dependent Variable: TP
Collinearity Diagnosticsa
Model
Dimension
Eigenvalue
Condition Index
Variance Proportions
(Constant)
LL
BNH
PPK
1
1
4,164
1,000
,01
,00
,00
,01
2
,431
3,108
,02
,00
,00
,01
3
,291
3,785
,38
,01
,00
,10
4
,104
6,321
,04
,06
,02
,89
5
,010
20,018
,56
,92
,98
,00
Collinearity Diagnosticsa
Model
Dimension
Variance Proportions
TK
1
1
,02
2
,97
3
,00
4
,01
5
,00
a. Dependent Variable: TP
COMPUTE ABS_RES=ABS(RES_1).
EXECUTE.
REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT ABS_RES
/METHOD=ENTER LL BNH PPK TK.
Regression
UJI HETEROSKODATISITAS
[DataSet1] D:\Semester 6\MENTKUAN\metkuan data tugas.sav
Variables Entered/Removeda
Model
Variables Entered
Variables Removed
Method
1
TK, BNH, PPK, LLb
.
Enter
a. Dependent Variable: ABS_RES
b. All requested variables entered.
Model Summary
Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
1
,531a
,282
,195
230,89901
a. Predictors: (Constant), TK, BNH, PPK, LL
ANOVAa
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
689667,009
4
172416,752
3,234
,024b
Residual
1759373,593
33
53314,351
Total
2449040,602
37
a. Dependent Variable: ABS_RES
b. Predictors: (Constant), TK, BNH, PPK, LL
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t
Sig.
B
Std. Error
Beta
1
(Constant)
-42,517
94,897
-,448
,657
LL
-,091
,082
-,641
-1,105
,277
BNH
71,831
35,870
1,154
2,003
,053
PPK
-,146
,722
-,050
-,202
,841
TK
,075
,734
,017
,103
,919
a. Dependent Variable: ABS_RES
REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT TP
/METHOD=ENTER LL BNH PPK TK
/SCATTERPLOT=(*SRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).
Regression
HETEROSKODATISITAS TABEL
[DataSet1] D:\Semester 6\MENTKUAN\metkuan data tugas.sav
Variables Entered/Removeda
Model
Variables Entered
Variables Removed
Method
1
TK, BNH, PPK, LLb
.
Enter
a. Dependent Variable: TP
b. All requested variables entered.
Model Summaryb
Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
1
,933a
,871
,855
375,894
a. Predictors: (Constant), TK, BNH, PPK, LL
b. Dependent Variable: TP
ANOVAa
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
31439706,229
4
7859926,557
55,627
,000b
Residual
4662778,324
33
141296,313
Total
36102484,553
37
a. Dependent Variable: TP
b. Predictors: (Constant), TK, BNH, PPK, LL
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t
Sig.
B
Std. Error
Beta
1
(Constant)
-208,129
154,488
-1,347
,187
LL
,291
,134
,535
2,174
,037
BNH
119,130
58,395
,499
2,040
,049
PPK
-2,412
1,176
-,216
-2,052
,048
TK
2,783
1,195
,161
2,328
,026
a. Dependent Variable: TP
Residuals Statisticsa
Minimum
Maximum
Mean
Std. Deviation
N
Predicted Value
105,74
3495,78
1137,66
921,804
38
Std. Predicted Value
-1,119
2,558
,000
1,000
38
Standard Error of Predicted Value
81,882
322,903
127,510
48,948
38
Adjusted Predicted Value
104,33
3857,04
1156,79
991,748
38
Residual
-976,050
1307,412
,000
354,994
38
Std. Residual
-2,597
3,478
,000
,944
38
Stud. Residual
-2,935
3,852
-,015
1,072
38
Deleted Residual
-1357,044
1603,459
-19,136
482,042
38
Stud. Deleted Residual
-3,363
5,113
,007
1,242
38
Mahal. Distance
,782
26,330
3,895
4,818
38
Cook's Distance
,000
1,924
,097
,333
38
Centered Leverage Value
,021
,712
,105
,130
38
a. Dependent Variable: TP
Charts
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