### Home > CCAA8 > Chapter 8 Unit 9 > Lesson CCA: 8.1.3 > Problem 8-34

Do the freshmen really have the largest backpacks, or is that just high school legend stuff? Delenn was able to weigh a random sample of student backpacks throughout the school year. She also recorded the number of quarters of high school completed by the student who owns the bag. Using spreadsheet software, Delenn found the following:

Qtrs Completed | Backpack Weight (lbs) |
---|---|

Interpret the slope of the least squares regression line in the context of this study.

What are the units associated with the slope? Is the slope positive or negative?

On average, student backpacks get

lbs lighter with each quarter of H.S. completed. Calculate and interpret

-squared in context.Square

to find-squared._____% of the variability in ____________ can be explained by a linear relationship with ____________.

What is the residual with the greatest magnitude and what point does it belong to?

Which point is farthest from the LSRL, or which point is farthest from the

-axis on the residual plot?The largest residual is

, relating to a student who has completed 3 quarters of H.S. Using the LSRL model, estimate the weight of a backpack for a student who has completed

quarters of high school. Use appropriate precision in your answer. Let

in the given LSRL equation.Is a linear model the best choice for predicting backpack weight in this study? Support your answer.

Does the residual plot have random scatter?