EBK ESSENTIAL STATISTICS FOR THE BEHAVI
2nd Edition
ISBN: 8220107093466
Author: PRIVITERA
Publisher: SAGE
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Chapter A, Problem A6A7.20RP
To determine
To find: The value for the provided expression.
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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 A Solutions
EBK ESSENTIAL STATISTICS FOR THE BEHAVI
Ch. A - Prob. A1.1RPCh. A - Prob. A1.2RPCh. A - Prob. A1.3RPCh. A - Prob. A1.4RPCh. A - Prob. A1.5RPCh. A - Prob. A1.6RPCh. A - Prob. A1.7RPCh. A - Prob. A1.8RPCh. A - Prob. A1.9RPCh. A - Prob. A1.10RP
Ch. A - Prob. A1.11RPCh. A - Prob. A1.12RPCh. A - Prob. A1.13RPCh. A - Prob. A1.14RPCh. A - Prob. A1.15RPCh. A - Prob. A1.16RPCh. A - Prob. A2A3.1RPCh. A - Prob. A2A3.2RPCh. A - Prob. A2A3.3RPCh. A - Prob. A2A3.4RPCh. A - Prob. A2A3.5RPCh. A - Prob. A2A3.6RPCh. A - Prob. A2A3.7RPCh. A - Prob. A2A3.8RPCh. A - Prob. A2A3.9RPCh. A - Prob. A2A3.10RPCh. A - Prob. A4A5.1RPCh. A - Prob. A4A5.2RPCh. A - Prob. A4A5.3RPCh. A - Prob. A4A5.4RPCh. A - Prob. A4A5.5RPCh. A - Prob. A4A5.6RPCh. A - Prob. A4A5.7RPCh. A - Prob. A4A5.8RPCh. A - Prob. A4A5.9RPCh. A - Prob. A4A5.10RPCh. A - Prob. A4A5.11RPCh. A - Prob. A4A5.12RPCh. A - Prob. A4A5.13RPCh. A - Prob. A4A5.14RPCh. A - Prob. A4A5.15RPCh. A - Prob. A4A5.16RPCh. A - Prob. A4A5.17RPCh. A - Prob. A4A5.18RPCh. A - Prob. A4A5.19RPCh. A - Prob. A4A5.20RPCh. A - Prob. A6A7.1RPCh. A - Prob. A6A7.2RPCh. A - Prob. A6A7.3RPCh. A - Prob. A6A7.4RPCh. A - Prob. A6A7.5RPCh. A - Prob. A6A7.6RPCh. A - Prob. A6A7.7RPCh. A - Prob. A6A7.8RPCh. A - Prob. A6A7.9RPCh. A - Prob. A6A7.10RPCh. A - Prob. A6A7.11RPCh. A - Prob. A6A7.12RPCh. A - Prob. A6A7.13RPCh. A - Prob. A6A7.14RPCh. A - Prob. A6A7.15RPCh. A - Prob. A6A7.16RPCh. A - Prob. A6A7.17RPCh. A - Prob. A6A7.18RPCh. A - Prob. A6A7.19RPCh. A - Prob. A6A7.20RPCh. A - Prob. A6A7.21RPCh. A - Prob. A6A7.22RPCh. A - Prob. A6A7.23RPCh. A - Prob. A6A7.24RPCh. A - Prob. A6A7.25RPCh. A - Prob. A6A7.26RPCh. A - Prob. A8A9.1RPCh. A - Prob. A8A9.2RPCh. A - Prob. A8A9.3RPCh. A - Prob. A8A9.4RPCh. A - Prob. A8A9.5RPCh. A - Prob. A8A9.6RPCh. A - Prob. A8A9.7RPCh. A - Prob. A8A9.8RPCh. A - Prob. A8A9.9RPCh. A - Prob. A8A9.10RPCh. A - Prob. A8A9.11RPCh. A - Prob. A8A9.12RPCh. A - Prob. A8A9.13RPCh. A - Prob. A8A9.14RPCh. A - Prob. A10A11.1RPCh. A - Prob. A10A11.2RPCh. A - Prob. A10A11.3RPCh. A - Prob. A10A11.4RPCh. A - Prob. A10A11.5RPCh. A - Prob. A10A11.6RPCh. A - Prob. A10A11.7RPCh. A - Prob. A10A11.8RPCh. A - Prob. A10A11.9RPCh. A - Prob. A10A11.10RPCh. A - Prob. A10A11.11RPCh. A - Prob. A10A11.12RPCh. A - Prob. A10A11.13RPCh. A - Prob. A10A11.14RPCh. A - Prob. A10A11.15RPCh. A - Prob. A10A11.16RP
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