QUESTION ONE A local research company called "Kwaku Frimpong De Asembcho" has collected duta on 200 high school students and their scores on various tests, including science, mathroding and social studies (Host). The variable female is a dichotomous variable coded if the studentas female and if male. It runs a regression analysis for the present the results to you to help interpret the findings as its staffs are very busy with other research projects a) Interpret the model summary of the output muros Model Summary Adjusted Std. Error of Model R R Square R Square the Estimate 6990 489 479 7-14812 a. Predictors (Constant. reading score, female, social studies score, math score b) Explain the ANOVA results generated from the regression. mark ANOVA Sum of Model Squares af Mean Square F sin 1 Regression 9543721 4 2385.930 45.695 000 Residual 9963.779 195 51 095 Total 19507 500 199 3. Predictors, (Constant, reading score, female, social studies score, math score Dependent Variable science score c) Distinguish between the unstandardized coefficients and standardized coefficient 5 mars d) Interpret the regression results (coefficients) 10 marks 6:57 A ET 12110 TERS e) Write the regression equation QUESTION ONE A local research company called "Kwaku Frimpong De Asembcho" has collected duta on 200 high school students and their scores on various tests, including science, mathroding and social studies (Host). The variable female is a dichotomous variable coded if the studentas female and if male. It runs a regression analysis for the present the results to you to help interpret the findings as its staffs are very busy with other research projects a) Interpret the model summary of the output muros Model Summary Adjusted Std. Error of Model R R Square R Square the Estimate 6990 489 479 7-14812 a. Predictors (Constant. reading score, female, social studies score, math score b) Explain the ANOVA results generated from the regression. mark ANOVA Sum of Model Squares af Mean Square F sin 1 Regression 9543721 4 2385.930 45.695 000 Residual 9963.779 195 51 095 Total 19507 500 199 3. Predictors, (Constant, reading score, female, social studies score, math score Dependent Variable science score c) Distinguish between the unstandardized coefficients and standardized coefficient 5 mars d) Interpret the regression results (coefficients) 10 marks 6:57 A ET 12110 TERS e) Write the regression equation