A professor is interested in determining the impact of hours worked per day by students (variable X)
Question:
A professor is interested in determining the impact of hours worked per day by students (variable X) on final quiz scores (Y). A random sample of ten students is taken with the following results on X and Y:
X Y
0 10
8 0
2 9
6 7
6 3
0 10
4 5
2 7
8 3
4 5
Determine the simple regression equation (by hand) that best fits this data.
Calculate and interpret the R-Square and the adjusted R-Square for this model.
Using a 0.05 level of significance, test to see if this is a good or bad model using the correlation test.
Using a 0.05 level of significance, test to see if this is a good or bad model using the t-test on slope.
Using a 0.05 level of significance, test to see if this is a good or bad model using the F-test on slope.
Looking over your full results, what can you conclude about the relationship between hours worked per day (X) and final quiz scores (Y)?
Data Analysis and Decision Making
ISBN: 978-0538476126
4th edition
Authors: Christian Albright, Wayne Winston, Christopher Zappe