Basic Business Statistics Student Value Edition Plus NEW MyLab Statistics with Pearson eText -- Access Card Package (13th Edition)
13th Edition
ISBN: 9780133873641
Author: Mark L. Berenson, David M. Levine, Kathryn A. Szabat
Publisher: PEARSON
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Textbook Question
Chapter 14, Problem 82PS
Referring to Problem 14.81, suppose that in addition to using ERA to predict the number of wins, the analytics specialist wants to include the league
a. State the multiple regression equation.
b. Interpret the slopes in (a).
c. Predict the mean number of wins for a team with an ERA of 4.50 in the American League. Construct a 95% confidence
d. Perform a residual analysis on the results and determine whether the regression assumptions are valid.
e. Is there a significant relationship between wins and the two independent variables (ERA and league) at the 0.05 level of significance?
f. At the 0.05 level of significance, determine whether each independent variable makes a contribution to the regression model. Indicate the most appropriate regression model for this set of data
g. Construct a 95% confidence interval estimate of the population slope for the relationship between wins and ERA.
h. Construct a 95% confidence interval estimate of the population slope for the relationship between wins and league.
i. Compute and interpret the adjusted
J. Compute and interpret the coefficients of partial determination.
k. What assumption do you have to make about the slope of wins with ERA?
l. Add an interaction term to the model and, at the 0.05 level of significance, determine whether it makes a significant contribution to the model.
m. On the basis of the results of (f) and (l), which model is most appropriate? Explain.
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Chapter 14 Solutions
Basic Business Statistics Student Value Edition Plus NEW MyLab Statistics with Pearson eText -- Access Card Package (13th Edition)
Ch. 14 - For this problem, use the following multiple...Ch. 14 - For this problem, use the following multiple...Ch. 14 - Prob. 3PSCh. 14 - Prob. 4PSCh. 14 - The production of wine is a multibillion-dollar...Ch. 14 - Prob. 6PSCh. 14 - Prob. 7PSCh. 14 - Prob. 8PSCh. 14 - The following ANOVA summary table is for a...Ch. 14 - The following ANOVA summary table is for a...
Ch. 14 - A financial analyst engaged in business valuation...Ch. 14 - Prob. 12PSCh. 14 - In Problem 14.5 on page 549, you used the...Ch. 14 - In Problem 14.4 on page 548, you used sales and...Ch. 14 - Prob. 15PSCh. 14 - Prob. 16PSCh. 14 - Prob. 17PSCh. 14 - Prob. 18PSCh. 14 - In Problem 14.5 on page 542, you used the...Ch. 14 - In Problem 14.6 on page 549, you used radio...Ch. 14 - In Problem 14.7 on page 549, you used the total...Ch. 14 - Prob. 22PSCh. 14 - Prob. 23PSCh. 14 - Prob. 24PSCh. 14 - Prob. 25PSCh. 14 - Prob. 26PSCh. 14 - Prob. 27PSCh. 14 - Prob. 28PSCh. 14 - Prob. 29PSCh. 14 - Prob. 30PSCh. 14 - The following is the ANOVA summary table for a...Ch. 14 - The following is the ANOVA summary table for a...Ch. 14 - In Problem 14.5 on page 542, you used alcohol...Ch. 14 - Prob. 34PSCh. 14 - Prob. 35PSCh. 14 - Prob. 36PSCh. 14 - Prob. 37PSCh. 14 - Suppose X1 is a numerical variable and X2 is a...Ch. 14 - The chair of the accounting department plans to...Ch. 14 - A real estate association in a suburban community...Ch. 14 - In Problem 14.5 on page 542, you developed a...Ch. 14 - In mining engineering, holes are often drilled...Ch. 14 - The owner of a moving company typically has his...Ch. 14 - Prob. 44PSCh. 14 - Zagat’s publishes restaurant ratings for various...Ch. 14 - Prob. 46PSCh. 14 - In Problem 14.5 on page 542, the percentage of...Ch. 14 - Prob. 48PSCh. 14 - The director of a training program for a large...Ch. 14 - Prob. 50PSCh. 14 - Prob. 51PSCh. 14 - Prob. 52PSCh. 14 - Prob. 53PSCh. 14 - Prob. 54PSCh. 14 - Prob. 55PSCh. 14 - Prob. 56PSCh. 14 - Prob. 57PSCh. 14 - An automotive insurance company wants to predict...Ch. 14 - A marketing manager wants to predict customer with...Ch. 14 - Prob. 60PSCh. 14 - Prob. 61PSCh. 14 - Prob. 62PSCh. 14 - Prob. 63PSCh. 14 - Prob. 64PSCh. 14 - Prob. 65PSCh. 14 - Prob. 66PSCh. 14 - Prob. 67PSCh. 14 - Prob. 68PSCh. 14 - Prob. 69PSCh. 14 - Prob. 70PSCh. 14 - Prob. 71PSCh. 14 - Prob. 72PSCh. 14 - Prob. 73PSCh. 14 - What is the difference between the hat matrix...Ch. 14 - Prob. 75PSCh. 14 - The owner of a moving company typically has his...Ch. 14 - Professional basketball has truly become a sport...Ch. 14 - A sample of 30 houses recently listed for sale in...Ch. 14 - Measuring the height of a California redwood tree...Ch. 14 - A sample of 30 houses recently listed for sale in...Ch. 14 - A baseball analysis specialist wants to determine...Ch. 14 - Referring to Problem 14.81, suppose that in...Ch. 14 - Prob. 83PSCh. 14 - Prob. 84PSCh. 14 - Prob. 85PSCh. 14 - Prob. 86PSCh. 14 - Prob. 87PS
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