Given the following SPSS output elements for an OLS regression analysis, please explain and interpret


Problem: Given the following SPSS output elements for an OLS regression analysis, please explain and interpret the findings.  Go through the five steps and explain what is seen here.  The dependent variable is the Robbery Rate per 100,000 population in the tract.

Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
1 .781 a .610 .580 898.915219
ANOVA b
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.328E8 8 16599025.778 20.542 .000 a
Residual 84845099.926 105 808048.571
Total 2.176E8 113
Coefficients a
Model Unstandardized Coefficients Standardized Coefficients t Sig. Collinearity Statistics
B Std. Error Beta Tolerance VIF
1 (Constant) 1231.708 1754.993 .702 .484
RACIAL HETEROGENEITY 6135.465 1796.375 .345 3.415 .001 .364 2.745
PERCENT OF LABOR FORCE THAT IS UNEMPLOYE 3570.676 3910.196 .103 .913 .363 .289 3.457
% OF HOUSING UNITS WITH >1.1 PERSONS/ROO -16112.819 5047.206 -.294 -3.192 .002 .438 2.281
% LABOR TAKING PUBLIC TRANSPORT TO WORK 2646.753 1796.878 .133 1.473 .144 .456 2.191
% OF CIVILIAN LABOR FORCE THAT IS FEMALE -13020.513 2293.770 -.515 -5.676 .000 .451 2.219
AVE # OF PERS PER OCCUPIED HOUSING UNITS 346.706 321.652 .101 1.078 .284 .421 2.374
% RESDNTS >5 YRS THAT MOVED IN LAST 5 YR 4165.045 882.728 .381 4.718 .000 .570 1.754
% CHILDREN <18 WHO LIVE WITH BOTH PARENT 1760.746 819.214 .202 2.149 .034 .421 2.376
Price: $5.66
Solution: The downloadable solution consists of 3 pages, 266 words and 1 charts.
Deliverable: Word Document


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