Basic Business Statistics, Student Value Edition (13th Edition)
13th Edition
ISBN: 9780321946393
Author: Mark L. Berenson, David M. Levine, Kathryn A. Szabat
Publisher: PEARSON
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Textbook Question
Chapter 14, Problem 45PS
Zagat’s publishes restaurant ratings for various locations in the United States. The file Restaurants contains the Zagat rating for food, decor, service, and cost per person for a sample of 50 restaurants located in a city and 50 restaurants located in a suburb. (Data extracted from Zagat Survey 2013, New York City Restaurants; and Zagat Survey 2012-2013, Lang Island Restaurants.) Develop a regression model to predict the cost per person, based on a variable that represents the sum of the ratings for food, decor, and service and a dummy variable concerning location (city versus suburban). For (a) through (m), do not include an interaction term.
a. State the multiple regression equation.
b. Interpret the regression coefficients in (a).
c. Predict the mean cost for a restaurant with a summated rating of 60 that is located in a city and construct a 95% confidence
d. Perform a residual analysis on the results and determine whether the regression assumptions are satisfied.
e. Is there a significant relationship between price and the two independent variables (summated rating and location) 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 cost and summated rating.
h. Compare the slope in (b) with the slope for the simple linear regression model of Problem 13.5 on page 500. Explain the difference in the results.
i. Compute and interpret the meaning of the coefficient of multiple determination.
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Chapter 14 Solutions
Basic Business Statistics, Student Value Edition (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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