8210 Week 10 Dis
GSS (2014) Outputs
Figure 1
|
Model Summaryb |
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|
Model |
R |
R Square |
Adjusted R Square |
Std. Error of the Estimate |
Durbin-Watson |
|
1 |
.643a |
.413 |
.412 |
17.2493 |
1.907 |
|
a. Predictors: (Constant), Male, HIGHEST YEAR OF SCHOOL COMPLETED, RESPONDENT INCOME IN CONSTANT DOLLARS |
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|
b. Dependent Variable: R's socioeconomic index (2010) |
Figure 2
|
ANOVAa |
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|
Model |
Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
|
1 |
Regression |
318344.890 |
3 |
106114.963 |
356.642 |
<.001b |
|
|
Residual |
451961.519 |
1519 |
297.539 |
|
|
|
|
Total |
770306.410 |
1522 |
|
|
|
|
a. Dependent Variable: R's socioeconomic index (2010) |
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|
b. Predictors: (Constant), Male, HIGHEST YEAR OF SCHOOL COMPLETED, RESPONDENT INCOME IN CONSTANT DOLLARS |
Figure 3
|
Coefficientsa |
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|
Model |
Unstandardized Coefficients |
Standardized Coefficients |
t |
Sig. |
Collinearity Statistics |
|||
|
|
B |
Std. Error |
Beta |
|
|
Tolerance |
VIF |
|
|
1 |
(Constant) |
-7.865 |
2.261 |
|
-3.479 |
<.001 |
|
|
|
|
HIGHEST YEAR OF SCHOOL COMPLETED |
3.414 |
.160 |
.453 |
21.300 |
<.001 |
.854 |
1.171 |
|
|
RESPONDENT INCOME IN CONSTANT DOLLARS |
.000 |
.000 |
.325 |
14.848 |
<.001 |
.806 |
1.241 |
|
|
Male |
-.762 |
.923 |
-.017 |
-.826 |
.409 |
.918 |
1.089 |
|
a. Dependent Variable: R's socioeconomic index (2010) |
Figure 4
|
Collinearity Diagnosticsa |
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|
Model |
Dimension |
Eigenvalue |
Condition Index |
Variance Proportions |
|||
|
|
|
|
|
(Constant) |
HIGHEST YEAR OF SCHOOL COMPLETED |
RESPONDENT INCOME IN CONSTANT DOLLARS |
Male |
|
1 |
1 |
3.240 |
1.000 |
.00 |
.00 |
.03 |
.03 |
|
|
2 |
.402 |
2.840 |
.01 |
.01 |
.04 |
.91 |
|
|
3 |
.339 |
3.090 |
.02 |
.01 |
.83 |
.00 |
|
|
4 |
.019 |
13.052 |
.97 |
.98 |
.10 |
.06 |
|
a. Dependent Variable: R's socioeconomic index (2010) |
Figure 5
|
Residuals Statisticsa |
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|
|
Minimum |
Maximum |
Mean |
Std. Deviation |
N |
|
Predicted Value |
-8.546 |
95.164 |
47.584 |
14.4624 |
1523 |
|
Std. Predicted Value |
-3.881 |
3.290 |
.000 |
1.000 |
1523 |
|
Standard Error of Predicted Value |
.622 |
2.361 |
.843 |
.267 |
1523 |
|
Adjusted Predicted Value |
-9.394 |
95.486 |
47.585 |
14.4844 |
1523 |
|
Residual |
-58.9884 |
71.9041 |
.0000 |
17.2323 |
1523 |
|
Std. Residual |
-3.420 |
4.169 |
.000 |
.999 |
1523 |
|
Stud. Residual |
-3.437 |
4.208 |
.000 |
1.001 |
1523 |
|
Deleted Residual |
-59.5739 |
73.2768 |
-.0010 |
17.2864 |
1523 |
|
Stud. Deleted Residual |
-3.449 |
4.231 |
.000 |
1.001 |
1523 |
|
Mahal. Distance |
.982 |
27.513 |
2.998 |
3.333 |
1523 |
|
Cook's Distance |
.000 |
.085 |
.001 |
.003 |
1523 |
|
Centered Leverage Value |
.001 |
.018 |
.002 |
.002 |
1523 |
|
a. Dependent Variable: R's socioeconomic index (2010) |
Figure 6
Figure 7