?Multiple Regression with Cigarettes Use the sample data given in Review Exercise 1

Chapter 10, Problem 4

(choose chapter or problem)

Multiple Regression with Cigarettes Use the sample data given in Review Exercise 1 “Cigarette Tar and Nicotine.”

a. Find the multiple regression equation with the response (y) variable of amount of nicotine and predictor (x) variables of amounts of tar and carbon monoxide.

b. Identify the value of the multiple coeμcient of determination \(R^{2}\), the adjusted \(R^{2}\), and the P-value representing the overall significance of the multiple regression equation.

c. Use a 0.05 significance level and determine whether the regression equation can be used to

predict the amount of nicotine given the amounts of tar and carbon monoxide.

d. The Raleigh brand king size cigarette is not included in the table, and it has 23 mg of tar and 15 mg of carbon monoxide. What is the best predicted amount of nicotine? How does the predicted amount compare to the actual amount of 1.3 mg of nicotine?

Text Transcription:

R^2