Problem 4. The paper of Angrist and Evans (1998) gives a good example how the results of many (OLS and 2SLS) regressions are presented in a concise informative way in academic papers. Table 7 on Slide 47 of Part 1 of IV slides presents the main estimation results of the paper. Using this table answer the following questions. Angrist and Evans (1998) made the table quite easy to follow, but if anything is unclear please ask in the class. (a) Consider columns (1) and (2). Interpret the coefficients in the rows "Worked for pay", "Hours/Week", "In (Family income)". Compare the results of the OLS and the 2SLS regressions. (b) What is the effect of having more than 2 children on "Labor income" of Married Women ac- cording to OLS and to 2SLS with instrument "Same Sex"? What are the corresponding 95% confidence intervals? TABLE 7-OLS AND 2SLS ESTIMATES OF LABOR-SUPPLY MODELS USING 1980 CENSUS DATA All women Married women (2) 2SLS (5) 2SLS Estimation method Instrument for More than 2 children Dependent variable: Worked for pay Weeks worked Hours/week Labor income In(Family income) In(Non-wife income) OLS Same sex Two boys, Two girls -0.176 -0,120 (0.002) (0.025) -8.97 -5.66 (0.07) (1.11) -6.66 -4.59 (0.06) (0.95) -3768.2 -1960.5 (35.4) (541.5) (3) 2SLS -0.126 -0.038 (0.004) (0.064) -0.113 (0.025) [0.013] -4.37 (0.94) [0.030] (4) OLS Same sex -5.37 -8.05 -5.40 (1.10) (0.09) (1.20) [0.017] -0.167 -0.120 (0.002) (0.028) (0.064) [0.319] -6.02 -4.83 (0.08) (1.02) -1870.4 -3165.7 -1344.8 (538.5) [0.126] (42.0) (569.2) -0.045 -0.132 -0.051 (0.004) (0.056) -0.053 0.023 (0.005) (0.066) (6) 2SLS Two boys, Two girls Husbands of married women (8) 2SLS (9) 2SLS (7) OLS -0.113 -0.008 0.004 (0.028) (0.001) (0.009) [0.013] -5.16 -0.82 (1.20) (0.04) [0.071] -0.053 (0.056) [0.743] Same sex 0.016 (0.066) [0.297] -4.61 0.25 0.56 (1.01) (0.05) (0.70) [0.049] 0.59 (0.60) -1321.2 -1505.5 -1248.1 (565.9) (103.5) (1397.8) [0.703] Two boys, Two girls 0.001 (0.008) [0.013] 0.45 (0.59) [0.030] 0.50 (0.69) [0.71] -1382.3 (1388.9) (0.549) Notes: The table reports estimates of the coefficient on the More than 2 children variable in equations (4) and (6) in the text. Other covariates in the models are Age, Age at first birth, plus indicators for Boy 1st, Boy 2nd, Black, Hispanic, and Other race. The variable Boy 2nd is excluded from equation (6). The p-value for the test of overidentifying restrictions associated with equation (6) is shown in brackets. Standard amam ana samostad in maranthaca

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
100%
Problem 4. The paper of Angrist and Evans (1998) gives a good example how the results of many
(OLS and 2SLS) regressions are presented in a concise informative way in academic papers. Table 7
on Slide 47 of Part 1 of IV slides presents the main estimation results of the paper. Using this table
answer the following questions. Angrist and Evans (1998) made the table quite easy to follow, but
if anything is unclear please ask in the class.
(a) Consider columns (1) and (2). Interpret the coefficients in the rows "Worked for pay", "Hours/Week",
"In (Family income)". Compare the results of the OLS and the 2SLS regressions.
(b) What is the effect of having more than 2 children on "Labor income" of Married Women ac-
cording to OLS and to 2SLS with instrument "Same Sex"? What are the corresponding 95%
confidence intervals?
TABLE 7-OLS AND 2SLS ESTIMATES OF LABOR-SUPPLY MODELS USING 1980 CENSUS DATA
Married women
(5)
2SLS
Estimation method
Instrument for More than
2 children
Dependent variable:
Worked for pay
Weeks worked
Hours/week
Labor income
In(Family income)
In(Non-wife income)
(1)
OLS
All women
(2)
2SLS
Same sex
-0.176 -0.120
(0.002) (0.025)
-8.97 -5.66
(0.07) (1.11)
-6.66
-4.59
(0.06) (0.95)
-3768.2 -1960.5
(35.4) (541.5)
-0.126 -0.038
(0.004) (0.064)
(3)
2SLS
Two boys,
Two girls
(4)
OLS
Same sex
-0.113
-0.167
-0.120
(0.025) (0.002) (0.028)
[0.013]
-5.37 -8.05 -5.40
(1.10) (0.09) (1.20)
[0.017]
-4.37 -6.02 -4.83
(0.94) (0.08) (1.02)
[0.030]
-1870.4 -3165.7 -1344.8
(538.5) (42.0) (569.2)
[0.126]
-0.045 -0.132 -0.051
(0.064) (0.004) (0.056)
[0.319]
-0.053 0.023
(0.005) (0.066)
(6)
2SLS
Two boys,
Two girls
-5.16
(1.20)
[0.071]
0.004
-0.113 -0.008
(0.028) (0.001) (0.009)
[0.013]
Husbands of married women
(9)
2SLS
-0.053
(7)
OLS
(0.056)
[0.743]
(8)
2SLS
0.016
(0.066)
[0.297]
Same sex
-4.61
0.56
0.25
(1.01) (0.05) (0.70)
[0.049]
-1321.2 -1505.5 -1248.1
(565.9)
(103.5) (1397.8)
[0.703]
-0.82
0.59
(0.04) (0.60)
Two boys,
Two girls
0.001
(0.008)
[0.013]
0.45
(0.59)
[0.030]
0.50
(0.69)
[0.71]
-1382.3
(1388.9)
(0.549)
Notes: The table reports estimates of the coefficient on the More than 2 children variable in equations (4) and (6) in the text. Other covariates
in the models are Age, Age at first birth, plus indicators for Boy 1st, Boy 2nd, Black, Hispanic, and Other race. The variable Boy 2nd is
excluded from equation (6). The p-value for the test of overidentifying restrictions associated with equation (6) is shown in brackets.
Standard amame nes manosted in maranthacan
Transcribed Image Text:Problem 4. The paper of Angrist and Evans (1998) gives a good example how the results of many (OLS and 2SLS) regressions are presented in a concise informative way in academic papers. Table 7 on Slide 47 of Part 1 of IV slides presents the main estimation results of the paper. Using this table answer the following questions. Angrist and Evans (1998) made the table quite easy to follow, but if anything is unclear please ask in the class. (a) Consider columns (1) and (2). Interpret the coefficients in the rows "Worked for pay", "Hours/Week", "In (Family income)". Compare the results of the OLS and the 2SLS regressions. (b) What is the effect of having more than 2 children on "Labor income" of Married Women ac- cording to OLS and to 2SLS with instrument "Same Sex"? What are the corresponding 95% confidence intervals? TABLE 7-OLS AND 2SLS ESTIMATES OF LABOR-SUPPLY MODELS USING 1980 CENSUS DATA Married women (5) 2SLS Estimation method Instrument for More than 2 children Dependent variable: Worked for pay Weeks worked Hours/week Labor income In(Family income) In(Non-wife income) (1) OLS All women (2) 2SLS Same sex -0.176 -0.120 (0.002) (0.025) -8.97 -5.66 (0.07) (1.11) -6.66 -4.59 (0.06) (0.95) -3768.2 -1960.5 (35.4) (541.5) -0.126 -0.038 (0.004) (0.064) (3) 2SLS Two boys, Two girls (4) OLS Same sex -0.113 -0.167 -0.120 (0.025) (0.002) (0.028) [0.013] -5.37 -8.05 -5.40 (1.10) (0.09) (1.20) [0.017] -4.37 -6.02 -4.83 (0.94) (0.08) (1.02) [0.030] -1870.4 -3165.7 -1344.8 (538.5) (42.0) (569.2) [0.126] -0.045 -0.132 -0.051 (0.064) (0.004) (0.056) [0.319] -0.053 0.023 (0.005) (0.066) (6) 2SLS Two boys, Two girls -5.16 (1.20) [0.071] 0.004 -0.113 -0.008 (0.028) (0.001) (0.009) [0.013] Husbands of married women (9) 2SLS -0.053 (7) OLS (0.056) [0.743] (8) 2SLS 0.016 (0.066) [0.297] Same sex -4.61 0.56 0.25 (1.01) (0.05) (0.70) [0.049] -1321.2 -1505.5 -1248.1 (565.9) (103.5) (1397.8) [0.703] -0.82 0.59 (0.04) (0.60) Two boys, Two girls 0.001 (0.008) [0.013] 0.45 (0.59) [0.030] 0.50 (0.69) [0.71] -1382.3 (1388.9) (0.549) Notes: The table reports estimates of the coefficient on the More than 2 children variable in equations (4) and (6) in the text. Other covariates in the models are Age, Age at first birth, plus indicators for Boy 1st, Boy 2nd, Black, Hispanic, and Other race. The variable Boy 2nd is excluded from equation (6). The p-value for the test of overidentifying restrictions associated with equation (6) is shown in brackets. Standard amame nes manosted in maranthacan
Expert Solution
steps

Step by step

Solved in 3 steps with 1 images

Blurred answer
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman