Student Solutions Manual for Basic Business Statistics
13th Edition
ISBN: 9780321926708
Author: David M. Levine; Mark L. Berenson; Timothy C. Krehbiel; Kathryn A. Szabat; David F. Stephan
Publisher: Pearson Education
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Textbook Question
Chapter 14, Problem 77PS
Professional basketball has truly become a sport that generates interest among fans around the world. More and more players come from outside the United States to play in the National Basketball Association (NBA). You want to develop a regression model to predict the number of wins achieved by each NBA team, based on field goal (shots made) percentage for the team and for the opponent. The data are stored in NBA2012.
a. State the multiple regression equation.
b. Interpret the meaning of the slopes in this equation.
c. Predict the
d. Perform a residual analysis on your results and determine whether the regression assumptions are valid.
e. Is there a significant relationship between number of wins and the two independent variables (field goal percentage for the team and for the opponent) at the 0.05 level of significance?
f. Determine the p-value in (e) and interpret its meaning.
g. Interpret the meaning of the coefficient of multiple determination in this problem.
h. Determine the adjusted
i. At the 0.05 level of significance, determine whether each independent variable makes a significant contribution to the regression model. Indicate the most appropriate regression model for this set of data.
j. Determine the p-values in (i) and interpret their meaning.
k. Compute and interpret the coefficients of partial determination.
l. Perform an influence analysis on your results and determine whether any observations should be deleted from the model. If necessary, reanalyze the regression model after deleting these observations and compare your results to those of the original model.
m. What conclusions can you reach concerning field goal percentage (team and opponent) in predicting the number of wins?
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Chapter 14 Solutions
Student Solutions Manual for Basic Business Statistics
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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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