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The following is the result of multiple regression analysis to predict salary. Based on the following SPSS result table, please interpret the effects of education,
The following is the result of multiple regression analysis to predict salary.
Based on the following SPSS result table, please interpret the effects of education, years of services, and gender (female dummy) on the salary level.
Interpret the result of the female dummy coefficient.
If you believe that men were paid more than women, what would you conclude after conducting this analysis?
Mode 1 1 Model Summary R R Square .810 .650 Adjusted R Square Std. Error of the Estimate 530 11334.16409 a. Predictors: (Constant), Female, YOS, EDUC Model (Constant) EDUC YOS Female Unstandardized Coefficients B -35400 4200 750 -4300 Coefficientsa a. Dependent Variable: SALARY Std. Error 20250 1230 540 7000 Standardize d Coefficients Beta .806 3.389 .307 .278 -1.847 .102 1.477 Sig. 1.181 .010 .178 .021
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