Use JASP for this assignment. Use Average Grade 8 Math Proficiency as the dependent variable Use Enrollment, Average Grade 8 English Proficiency, and Rigorous Instruction

Use JASP for this assignment. Use Average Grade 8 Math Proficiency as the dependent variable Use Enrollment, Average Grade 8 English Proficiency, and Rigorous Instruction Rating as independent variables 1) Run a multiple regression test. Address categorical variable dummy coding, test for interaction effects between Enrollment and Average Grade 8 English Proficiency by additionally including the interaction term in the analysis 2) Interpret R, Adjusted R squared, Sig in the ANOVA table, Sig(s) in the Coefficient tables 3) Is an interaction effect between Enrollment and Average Grade 8 English Proficiency detected? Explain. 4) Run an assumptions check (include all charts and tables in your writeup. APA format expected) and report the results of each of the following: Independence: Check Durbin-Watson value to be between 1 and 3 Multicollinearity: Check VIF less than 10 Linearity: Check predicted vs residual plot for dot pattern scatter Homogeneity: Check residual plot for consistent spread over all predicted values Normality: Check residual histogram and QQ plot Referencing your evidence, report which of the above assumptions are likely violated or are feasibly not violated.