EBK BUSINESS STATISTICS
7th Edition
ISBN: 9780134462783
Author: STEPHAN
Publisher: PEARSON CUSTOM PUB.(CONSIGNMENT)
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Chapter 2, Problem 2.87CYU
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To explain:thetype of insights that one can get from
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12. A sociologist hypothesizes that the crime rate is higher in areas
with higher poverty rate and lower median income. She col-
lects data on the crime rate (crimes per 100,000 residents),
the poverty rate (in %), and the median income (in $1,000s)
from 41 New England cities. A portion of the regression results
is shown in the following table.
Standard
Coefficients
error
t stat
p-value
Intercept
-301.62
549.71
-0.55 0.5864
Poverty
53.16
14.22
3.74 0.0006
Income
4.95
8.26
0.60 0.5526
a.
b.
Are the signs as expected on the slope coefficients?
Predict the crime rate in an area with a poverty rate of
20% and a median income of $50,000.
3. Using data from 50 work
2. The owner of several used-car dealerships believes that the
selling price of a used car can best be predicted using the car's
age. He uses data on the recent selling price (in $) and age of
20 used sedans to estimate Price = Po + B₁Age + ε. A portion
of the regression results is shown in the accompanying table.
Standard
Coefficients
Intercept
21187.94
Error
733.42
t Stat p-value
28.89 1.56E-16
Age
-1208.25
128.95 -9.37
2.41E-08
a. What is the estimate for B₁? Interpret this value.
b. What is the sample regression equation?
C. Predict the selling price of a 5-year-old sedan.
ian income of $50,000.
erty rate of
13. Using data from 50 workers, a researcher estimates Wage =
Bo+B,Education + B₂Experience + B3Age+e, where Wage
is the hourly wage rate and Education, Experience, and Age
are the years of higher education, the years of experience, and
the age of the worker, respectively. A portion of the regression
results is shown in the following table. ni ogolloo bash
1
Standard
Coefficients error
t stat p-value
Intercept
7.87
4.09
1.93
0.0603
Education
1.44
0.34
4.24 0.0001
Experience
0.45
0.14
3.16
0.0028
Age
-0.01
0.08 -0.14 0.8920
a. Interpret the estimated coefficients for Education and
Experience.
b. Predict the hourly wage rate for a 30-year-old worker
with four years of higher education and three years of
experience.
Chapter 2 Solutions
EBK BUSINESS STATISTICS
Ch. 2 - Prob. 2.1LBCh. 2 - The following data represent the responses to two...Ch. 2 - Prob. 2.3ACCh. 2 - Prob. 2.4ACCh. 2 - Prob. 2.5ACCh. 2 - Prob. 2.6ACCh. 2 - Prob. 2.7ACCh. 2 - A survey of 1,085 adults asked Do you enjoy...Ch. 2 - Prob. 2.9ACCh. 2 - Prob. 2.10AC
Ch. 2 - Prob. 2.11LBCh. 2 - Prob. 2.12LBCh. 2 - Prob. 2.13LBCh. 2 - Prob. 2.14LBCh. 2 - The file NBACost2013 contains the total cost ($)...Ch. 2 - The file UTILITY contains the following data about...Ch. 2 - Prob. 2.17ACCh. 2 - One operation of a mill to cut pieces of steel...Ch. 2 - A manufacturing company produces steel housings...Ch. 2 - Prob. 2.21ACCh. 2 - Prob. 2.22ACCh. 2 - Prob. 2.23ACCh. 2 - An online survey of CFA Institute members was...Ch. 2 - Prob. 2.25ACCh. 2 - Prob. 2.26ACCh. 2 - Prob. 2.27ACCh. 2 - The following table indicates the percentage of...Ch. 2 - Prob. 2.29ACCh. 2 - Prob. 2.30ACCh. 2 - A study of Kickstarter projects showed that 54.2%...Ch. 2 - Prob. 2.32ACCh. 2 - Prob. 2.33LBCh. 2 - Prob. 2.34LBCh. 2 - Prob. 2.35ACCh. 2 - Prob. 2.37ACCh. 2 - The file UTILITY contains the following data about...Ch. 2 - Prob. 2.39ACCh. 2 - Prob. 2.40ACCh. 2 - Prob. 2.41ACCh. 2 - Prob. 2.42ACCh. 2 - Prob. 2.43ACCh. 2 - Prob. 2.45ACCh. 2 - Prob. 2.46ACCh. 2 - The data stored in DRINK represents the amount of...Ch. 2 - Prob. 2.48LBCh. 2 - Prob. 2.49LBCh. 2 - Prob. 2.50ACCh. 2 - Data were collected on the typical cost of dining...Ch. 2 - College football is big business, with coaches pay...Ch. 2 - Prob. 2.54ACCh. 2 - Prob. 2.56ACCh. 2 - Prob. 2.57ACCh. 2 - Prob. 2.58ACCh. 2 - Prob. 2.59ACCh. 2 - Prob. 2.60ACCh. 2 - Prob. 2.61ACCh. 2 - Prob. 2.66ACCh. 2 - Prob. 2.67ACCh. 2 - Prob. 2.68ACCh. 2 - Prob. 2.69ACCh. 2 - Prob. 2.71ACCh. 2 - (Student Project) The Data and Story Library...Ch. 2 - Prob. 2.73ACCh. 2 - Prob. 2.75ACCh. 2 - Figure 2.1 shows a bar chart and a pie chart for...Ch. 2 - Prob. 2.78ACCh. 2 - Prob. 2.79CYUCh. 2 - Prob. 2.80CYUCh. 2 - Prob. 2.81CYUCh. 2 - Compare and contrast the bar chart for categorical...Ch. 2 - Prob. 2.83CYUCh. 2 - Prob. 2.84CYUCh. 2 - What are the three different ways to break down...Ch. 2 - How can a multidimensional table differ from a...Ch. 2 - Prob. 2.87CYUCh. 2 - Prob. 2.88CRPCh. 2 - The owner of a restaurant that serves...Ch. 2 - Suppose that the owner of the restaurant in...Ch. 2 - Prob. 2.94CRPCh. 2 - One of the major measures of the quality of...Ch. 2 - Prob. 2.98CRPCh. 2 - The file CEO-Compensation includes the total...Ch. 2 - Prob. 2.100CRPCh. 2 - What was the average price of a room at two-star,...Ch. 2 - Prob. 2.102CRPCh. 2 - Prob. 2.103CRPCh. 2 - The following data (stored in Drink) represent...Ch. 2 - Prob. 2.106CRPCh. 2 - Prob. 2.109RWE
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