ECON 6218: ADVANCED BUSINESS AND ECONOMIC FORECASTING
McGregor
Spring 2010
Solutions to Problem Set #1
[1]
A researcher has estimated the effects of gender on wages for a sample of 468 individuals.
The results of
one of the researcher’s regressions are shown below (with standard errors shown in parentheses):
WAGES = 5.72 + 1.26 JobExperience – 0.92 FEMALE + 0.35 (JobExperience*FEMALE)
(1.22) (0.31)
(0.55)
(0.20)
WAGES
are measured in dollars per hour;
JobExperience
is measured in years; and
FEMALE
is a dummy variable
equal to one for females and zero for males.
(a)
Compute point estimates of the average “starting wages” for males and females.
For males, the average starting wage is $5.72 per hour.
For females, the average starting wage is $4.80 per hour.
(b)
Compute a 95% confidence interval for estimated starting wages for males.
A 95% confidence interval for estimated starting wages for males is
(
)
[
]
[
]
[
]
11
.
8
$
,
33
.
3
$
39
.
2
72
.
5
22
.
1
96
.
1
72
.
5
=
±
=
±
.
(c)
Test the null hypothesis that starting wages are unrelated to gender.
We compute
673
.
1
55
.
0
92
.
0
−
=
−
=
t
.
Since
96
.
1
673
.
1
<
−
, we fail to reject the null hypothesis that starting wages
are unrelated to gender.
(d)
Test the null hypothesis that the effect of experience on wages is unrelated to gender.
We compute
75
.
1
20
.
0
35
.
0
=
=
t
.
Since
, we fail to reject the null hypothesis that the effect of experience
on wages is unrelated to gender.
96
.
1
75
.
1
<
(e)
Sketch the relationships between wages and experience for males and females on the same graph.
Briefly
describe your findings.
The results suggest that males have a higher average starting wage than females, while females’ wages increase
more than males’ wages for each additional year of experience.
1

This ** preview** has intentionally

**sections.**

*blurred***to view the full version.**

*Sign up*