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GSS (2014) Outputs

Figure 1

Model Summaryb

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

b. Dependent Variable: R’s socioeconomic index (2010)

Figure 2

ANOVAa

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)

b. Predictors: (Constant), Male, HIGHEST YEAR OF SCHOOL COMPLETED, RESPONDENT INCOME IN CONSTANT DOLLARS

Figure 3

Coefficientsa

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

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

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

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