The owner of Showtime Movie Theaters, Inc., used multiple regression analysis to predict gross revenue () as a function of television advertising (31) and newspaper advertising Weekly Gross Television Newspaper Revenue Advertising Advertising ($10005) ($1000s) ($1000s) 97 6.0 1.5 90 2.0 3.0 96 5.0 1.5 92 2.5 2.5 95 4.0 4.3

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.5: Correlation And Causation
Problem 2AGP
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The owner of Showtime Movie Theaters, Inc., used multiple regression analysis to predict gross revenue (1) as a function of television advertising (Z1) and newspaper advertising ().
Weekly Gross
Television
Newspaper
Revenue
Advertising
Advertising
($1000s)
($1000s)
($1000s)
97
6.0
1.5
90
2.0
3.0
96
5.0
1.5
92
2.5
2.5
95
4.0
4.3
94
3.5
3.3
94
2.5
5.2
95
4.0
3.5
The estimated regression equation was y = 86.0 + 1.87z1 +0.71r2
The computer solution provided SST- 34.9 and SSR 32.700
a. Compute and interpret R and R: (to 3 decimals).
R
R
b. When television advertising was the only independent variable, R = 0.653 and Ra = 0.595, Do you prefer the multiple regression results? Explain.
Select your answer-
Transcribed Image Text:The owner of Showtime Movie Theaters, Inc., used multiple regression analysis to predict gross revenue (1) as a function of television advertising (Z1) and newspaper advertising (). Weekly Gross Television Newspaper Revenue Advertising Advertising ($1000s) ($1000s) ($1000s) 97 6.0 1.5 90 2.0 3.0 96 5.0 1.5 92 2.5 2.5 95 4.0 4.3 94 3.5 3.3 94 2.5 5.2 95 4.0 3.5 The estimated regression equation was y = 86.0 + 1.87z1 +0.71r2 The computer solution provided SST- 34.9 and SSR 32.700 a. Compute and interpret R and R: (to 3 decimals). R R b. When television advertising was the only independent variable, R = 0.653 and Ra = 0.595, Do you prefer the multiple regression results? Explain. Select your answer-
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