Lampiran 12
Diagram Variabel 1.
Diagram Variabel Pendapatan
2. Diagram Variabel Konsumsi Rumah Tangga
3. Diagram Variabel Kesejahteraan Keluarga
0.00 28.17
70.42
1.41 0.00
20.00 40.00
60.00 80.00
Sangat Tinggi Tinggi
Rendah Sangat Rendah
Pendapatan
1.41 53.52
42.25
2.82 0.00
10.00 20.00
30.00 40.00
50.00 60.00
Sangat Tinggi Tinggi
Rendah Sangat
Rendah
Konsumsi Rumah Tangga
0.00 35.21
63.38
1.41 0.00
10.00 20.00
30.00 40.00
50.00 60.00
70.00
Sangat Tinggi Tinggi
Rendah Sangat Rendah
Kesejahteraan Keluarga
Lampiran 13
Output SPSS 16.0 For Windows 1.
Ananlisis Regresi Linier Berganda
Variables EnteredRemoved
b
Model Variables
Entered Variables
Removed Method
1 KonsumsiRumah
Tangga, Pendapatan
a
. Enter a. All requested variables entered.
b. Dependent Variable: Kesejahteraan Keluarga
Model Summary
b
Model R
R Square Adjusted R
Square Std. Error of the
Estimate 1
.521
a
.271 .250
4.14663 a. Predictors: Constant, Konsumsi Rumah Tangga, Pendapatan
b. Dependent Variable: Kesejahteraan Keluarga
ANOVA
b
Model Sum of Squares
df Mean Square
F Sig.
1 Regression
435.645 2
217.822 12.668
.000
a
Residual 1169.228
68 17.195
Total 1604.873
70 a. Predictors: Constant, Konsumsi Rumah Tangga, Pendapatan
b. Dependent Variable: Kesejahteraan Keluarga
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients t
Sig. Correlations
B Std. Error
Beta Zero-order Partial Part
1 Constant
16.032 5.218
3.072 .003 Pendapatan
.444 .184
.255 2.411 .019
.339 .281 .250
Konsumsi Rumah Tangga
.283 .074
.405 3.825 .000
.457 .421 .396
a. Dependent Variable: Kesejahteraan Keluarga
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients T
Sig. B
Std. Error Beta
1 Constant
16.032 5.218
3.072 .003
Pendapatan .444
.184 .255
2.411 .019
Konsumsi Rumah Tangga .283
.074 .405
3.825 .000
a. Dependent Variable: Kesejahteraan Keluarga
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients t
Sig. Collinearity Statistics
B Std. Error
Beta Tolerance
VIF 1 Constant
16.032 5.218
3.072 .003 Pendapatan
.444 .184
.255 2.411 .019 .957
1.045 Konsumsi Rumah
Tangga .283
.074 .405 3.825 .000
.957 1.045
a. Dependent Variable: Kesejahteraan Keluarga
Collinearity Diagnostics
a
Model Dimensio
n Eigenvalue Condition Index
Variance Proportions Constant
Pendapatan Konsumsi
Rumah Tangga 1
1 2.982
1.000 .00
.00 .00
2 .013
15.420 .03
.33 .85
3 .006
22.796 .97
.67 .15
a. Dependent Variable: Kesejahteraan Keluarga
Residuals Statistics
a
Minimum Maximum
Mean Std. Deviation
N Predicted Value
33.9256 49.8838
41.0423 2.49469
71 Residual
-9.57022 9.07436
.00000 4.08696
71 Std. Predicted Value
-2.853 3.544
.000 1.000
71 Std. Residual
-2.308 2.188
.000 .986
71 a. Dependent Variable: Kesejahteraan Keluarga
2. Uji Asumsi Klasik
a. Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 71
Normal Parameters
a
Mean .0000000
Std. Deviation 4.08696245
Most Extreme Differences
Absolute .092
Positive .070
Negative -.092
Kolmogorov-Smirnov Z .776
Asymp. Sig. 2-tailed .583
a. Test distribution is Normal.
c. Uji Multikolinieritas
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients t
Sig. Collinearity
Statistics B
Std. Error Beta
Tolerance VIF
1 Constant
16.032 5.218
3.072 .003
Pendapatan .444
.184 .255 2.411
.019 .957
1.045 Konsumsi
Rumah Tangga .283
.074 .405 3.825
.000 .957
1.045 a. Dependent Variable: Kesejahteraan Keluarga
d. Uji Heteroskedastisitas
1. Scatterplot
2. Uji Glejser
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients t
Sig. B
Std. Error Beta
1 Constant
9.267 3.239
2.861 .006
Pendapatan -.199
.114 -.210
-1.739 .087
Konsumsi Rumah Tangga
-.026 .046
-.068 -.568
.572 a. Dependent Variable: RES2