Question
The data set consists of information on 4100 full-time full-year workers. The highest educational achievement for each worker was either a high school diploma or
The data set consists of information on
4100
full-time full-year workers. The highest educational achievement for each worker was either a high school diploma or a bachelor's degree. The worker's ages ranged from 25 to 45 years. The data set also contained information on the region of the country where the person lived, marital status, and number of children. For the purposes of these exercises, let
AHE = average hourly earnings (in 2005 dollars)
College = binary variable (1 if college, 0 if high school)
Female = binary variable (1 if female, 0 if male)
Age = age (in years)
Ntheast = binary variable (1 if Region = Northeast, 0 otherwise)
Midwest = binary variable (1 if Region = Midwest, 0 otherwise)
South = binary variable (1 if Region = South, 0 otherwise)
West = binary variable (1 if Region = West, 0 otherwise)
Results of Regressions of Average Hourly Earnings on Gender and Education Binary Variables and Other Characteristics Using Data from the Current Population Survey | |||
Dependent variable: average hourly earnings (AHE). | |||
Regressor | (1) | (2) | (3) |
College (X1) | 5.35 | 5.37 | 5.33 |
Female (X2) | 2.59 | 2.57 | 2.57 |
Age (X3) | 0.28 | 0.28 | |
Northeast (X4) | 0.68 | ||
Midwest (X5) | 0.59 | ||
South (X6) | 0.26 | ||
Intercept | 12.44 | 4.31 | 3.68 |
Summary Statistics | |||
SER | 6.14 | 6.10 | 6.09 |
R2 | 0.172 | 0.186 | 0.190 |
R2 | |||
n | 4100 | 4100 | 4100 |
Compute
R2
for each of the regressions.
R2
for column (1) is
enter your response here.
(Round
your response to three decimal
places.)
R2
for column (2) is
enter your response here.
(Round
your response to three decimal
places.)
R2
for column (3) is
enter your response here.
(Round
your response to three decimal
places.)
Using the regression results in column (1):
Workers with college degrees earn
$enter your response here
per hour
,
on average, than workers with only high school degrees.
(Round
your response to two decimal
places.)
Men earn
$enter your response here
per hour
more
less
than women on average.
(Round
your response to two decimal
places.)
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