Multilinear Regression Venn Diagram

This diagram represents a multilinear regression model where the dependent variable is math achievement, and the independent variables are scholastic aptitude test (r=0.2), motivation scale (r=0.001), and parents’ level of education (r=0.8). The overlap between the circles represents potential multicollinearity between variables.