Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

The accompanying table provides data for tar, nicotine, and carbon monoxide (CO) contents in a certain brand of cigarette. Find the best regression equation for

The accompanying table provides data for tar, nicotine, and carbon monoxide (CO) contents in a certain brand of cigarette. Find the best regression equation for predicting the amount of nicotine in a cigarette. Why is it best? Is the best regression equation a good regression equation for predicting the nicotinecontent? Why or why not?

TARNICOTINECO
60.45
151.018
161.316
130.718
130.818
130.914
161.017
161.215
161.115
90.812
140.718
140.817
130.818
151.016
20.33
161.218
151.115
130.817
150.915
160.918
161.114
141.215
60.57
171.316
151.213

1. Find the best regression equation for predicting the amount of nicotine in a cigarette. Use predictor variables of tarand/or carbon monoxide (CO). Select the correct choice and fill in the answer boxes to complete your choice. (Round to three decimal places as needed.)

A. Nicotine = ____ + (____) CO

B. Nicotine = ____ + (____) Tar

C. Nicotine = ____ + (____) Tar + (____) CO

2. Why is this equation best?

A. It is the best equation of the three because it has the lowest adjusted R2, the highest P-value, and only a single predictor variable.

B. It is the best equation of the three because it has the highest adjusted R2 the lowest P-value, and only a single predictor variable.

C. It is the best equation of the three because it has the lowest adjusted R2, the highest P-value, and removing either predictor noticeably decreases the quality of the model.

D. It is the best equation of the three because it has the highest adjusted R2, the lowest P-value, and removing either predictor noticeably decreases the quality of the model.

3. Is the best regression equation a good regression equation for predicting the nicotine content? Why or whynot?

A. No, the large P-value indicates that the model is not a good fitting model and predictions using the regression equation are unlikely to be accurate.

B. Yes, the small P-value indicates that the model is a good fitting model and predictions using the regression equation are likely to be accurate.

C. No, the small P-value indicates that the model is not a good fitting model and predictions using the regression equation are unlikely to be accurate.

D. Yes, the large P-value indicates that the model is a good fitting model and predictions using the regression equation are likely to be accurate.

Step by Step Solution

3.29 Rating (175 Votes )

There are 3 Steps involved in it

Step: 1

Answee Given data foe tae nicotine f caebon monoxide Cco conten... blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Introductory Statistics For The Behavioral Sciences

Authors: Joan Welkowitz, Barry H. Cohen, R. Brooke Lea

7th Edition

0470907762, 978-0470907764

More Books

Students also viewed these Accounting questions

Question

=+b) Is this a prospective or retrospective study? Explain.

Answered: 1 week ago