C7. Based on the following SPSS output, describe the regression model for educational attainment and amount of money given to charity based on GSS 2014.

1. Assess the significance of the overall model based on its F and p values. What is the relationship between the two variables?

2. Calculate the predicted charitable amount for a respondent with 14 years of education and for a respondent with 20 years of education.

Linear Regression Output for Amount of Money Given to Charity and Education

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Model Summary Model 1 R .169 R Square .028 Adjusted R Square .026 Std. Error of the Estimate 6108.241 a. Predictors: (Constant), educ HIGHEST YEAR OF SCHOOL COMPLETED Model 1 Regression Residual Total ANOVA Sum of Squares df Mean Square 394689548 1 1.351E+10 1.390E+10 362 363 394689548 37310613.5 F 10.578 Sig. .001 a. Dependent Variable: VALGIVEN TOTAL DONATIONS PAST YEAR R AND IMMEDIATE FAMILY b. Predictors: (Constant), educ HIGHEST YEAR OF SCHOOL COMPLETED Model 1 (Constant) educ HIGHEST YEAR OF SCHOOL COMPLETED Coefficients B -2213.620 Unstandardized Coefficients Std. Error 1293.760 Standardized Coefficients Beta 304.106 93.500 t Sig. -1.711 .088 .169 3.252 .001 a. Dependent Variable: VALGIVEN TOTAL DONATIONS PAST YEAR R AND IMMEDIATE FAMILY