Now, the predictors flyer and display were added to the dataset and a multiple linear regression model was fitted. Part of the R output is shown below –   Estimate Standard Error Intercept 81.23 35.24 Price -0.0318 0.023 Flyer 10.21 3.28 Display 21.67 13.27 Adj R Square = 78.8% Calculate a 95% confidence interval of Flyer and interpret the same in the context of the problem. Can we say that promoting a product through fliers significantly affect its sales?

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
Problem 4GP
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  1. Now, the predictors flyer and display were added to the dataset and a multiple linear regression model was fitted. Part of the R output is shown below –

 

Estimate

Standard Error

Intercept

81.23

35.24

Price

-0.0318

0.023

Flyer

10.21

3.28

Display

21.67

13.27

Adj R Square = 78.8%

  1. Calculate a 95% confidence interval of Flyer and interpret the same in the context of the problem. Can we say that promoting a product through fliers significantly affect its sales?

 

  1. What is the coefficient of multiple determination of this model? Interpret its value.
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