12.7 Study time and college GPA Exercise 3.39 in Chapter 3 showed data collected at the end of an introductory statistics course to investigate the relationship between x = study time per week (average number of hours) and y = college GPA. The table here shows the data for the eight males in the class on these variables and on the number of class lectures for the course that the student reported skipping during the term.

a. Create a data file and use it to construct a scatterplot between x and y. Interpret.

b. Find the prediction equation and interpret the slope.

c. Find the predicted GPA for a student who studies 25 hours per week.

d. Find and interpret the residual for Student 2, who reported x = 25.

Student Study Time GPA Skipped 1 14 2.8 9 2345678 25 3.6 0 15 3.4 2 5 3.0 10 3.1 12 3.3 5 2.7 12 5322 8 21 3.8 1