-
1
-
-
13244283045
-
Semiparametric difference-in-differences estimators
-
[1]
-
Abadie, A. (2005), "Semiparametric Difference-in-Differences Estimators," Review of Economic Studies, 72, 1-19. [1]
-
(2005)
Review of Economic Studies
, vol.72
, pp. 1-19
-
-
Abadie, A.1
-
3
-
-
33645024678
-
Large sample properties of matching estimators for average treatment effects
-
[1-4,7]
-
- (2006), "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, 74 (1), 235-267. [1-4,7]
-
(2006)
Econometrica
, vol.74
, Issue.1
, pp. 235-267
-
-
-
4
-
-
85129826404
-
Implementing matching estimators for average treatment effects in STATA
-
Abadie, A., Drukker, D., Herr, H., and Imbens, G. (2003), "Implementing Matching Estimators for Average Treatment Effects in STATA," The Stata Journal, 4(3), 290-311.
-
(2003)
The Stata Journal
, vol.4
, Issue.3
, pp. 290-311
-
-
Abadie, A.1
Drukker, D.2
Herr, H.3
Imbens, G.4
-
5
-
-
77951579844
-
-
unpublished manuscript, Dept. of Economics, UC Berkeley. [7]
-
Busso, M., DiNardo, J., and McCrary, J. (2009), "New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators," unpublished manuscript, Dept. of Economics, UC Berkeley. [7]
-
(2009)
New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators
-
-
Busso, M.1
DiNardo, J.2
McCrary, J.3
-
6
-
-
49749111726
-
Semiparametric efficiency in GMM models of nonclassical measurement errors
-
[1,3]
-
Chen, X., Hong, H., and Tarozzi, A. (2008), "Semiparametric Efficiency in GMM Models of Nonclassical Measurement Errors," The Annals of Statistics, 36 (2), 808-843. [1,3]
-
(2008)
The Annals of Statistics
, vol.36
, Issue.2
, pp. 808-843
-
-
Chen, X.1
Hong, H.2
Tarozzi, A.3
-
7
-
-
0442309558
-
Causal effects in nonexperimental studies: Reevaluating the evaluation of training programs
-
[1,2,5]
-
Dehejia, R., and Wahba, S. (1999), "Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs," Journal of the American Statistical Association, 94, 1053-1062. [1,2,5]
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 1053-1062
-
-
Dehejia, R.1
Wahba, S.2
-
8
-
-
12144290088
-
Finite sample properties of propensity-score matching and weighting estimators
-
[7]
-
Frölich, M. (2004), "Finite Sample Properties of Propensity-Score Matching and Weighting Estimators," Review of Economics and Statistics, 86 (1), 77-90. [7]
-
(2004)
Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 77-90
-
-
Frölich, M.1
-
9
-
-
0000858149
-
On the role of the propensity score in efficient semiparametric estimation of average treatment effects
-
[1-3]
-
Hahn, J. (1998), "On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects," Econometrica, 66 (2), 315-331. [1-3]
-
(1998)
Econometrica
, vol.66
, Issue.2
, pp. 315-331
-
-
Hahn, J.1
-
10
-
-
84950420463
-
Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training(with discussion)
-
[1,5]
-
Heckman, J., and Hotz, J. (1989), "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training" (with discussion), Journal of the American Statistical Association, 84, 862-874. [1,5]
-
(1989)
Journal of the American Statistical Association
, vol.84
, pp. 862-874
-
-
Heckman, J.1
Hotz, J.2
-
11
-
-
0346856929
-
Characterizing selection bias using experimental data
-
[1,3]
-
Heckman, J., Ichimura, H., Smith, J., and Todd, P. (1998), "Characterizing Selection Bias Using Experimental Data," Econometrica, 66, 1017-1098. [1,3]
-
(1998)
Econometrica
, vol.66
, pp. 1017-1098
-
-
Heckman, J.1
Ichimura, H.2
Smith, J.3
Todd, P.4
-
12
-
-
0141495120
-
Efficient estimation of average treatment effects using the estimated propensity score
-
[1]
-
Hirano, K., Imbens, G., and Ridder, G. (2003), "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, 71, 1161-1189. [1]
-
(2003)
Econometrica
, vol.71
, pp. 1161-1189
-
-
Hirano, K.1
Imbens, G.2
Ridder, G.3
-
13
-
-
84947396376
-
A generalization of sampling without replacement from a finite universe
-
[1]
-
Horvitz, D., and Thompson, D. (1952), "A Generalization of Sampling Without Replacement From a Finite Universe," Journal of the American Statistical Association, 47, 663-685. [1]
-
(1952)
Journal of the American Statistical Association
, vol.47
, pp. 663-685
-
-
Horvitz, D.1
Thompson, D.2
-
14
-
-
1842468142
-
Sensitivity to exogeneity assumptions in program evaluation
-
[1,5]
-
Imbens, G. (2003), "Sensitivity to Exogeneity Assumptions in Program Evaluation," American Economic Review Papers and Proceedings, 93 (2), 126-132. [1,5]
-
(2003)
American Economic Review Papers and Proceedings
, vol.93
, Issue.2
, pp. 126-132
-
-
Imbens, G.1
-
15
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
[2]
-
- (2004), "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," Review of Economics and Statistics, 86, 4-30. [2]
-
(2004)
Review of Economics and Statistics
, vol.86
, pp. 4-30
-
-
-
16
-
-
64849112179
-
Recent developments in the econometrics of program evaluation
-
[1]
-
Imbens, G. W., and Wooldridge, J. (2009), "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, 47, 5-86. [1]
-
(2009)
Journal of Economic Literature
, vol.47
, pp. 5-86
-
-
Imbens, G.W.1
Wooldridge, J.2
-
17
-
-
51049121668
-
-
unpublished manuscript Harvard University, Dept. of Economics.[1,3]
-
Imbens, G., Newey, W., and Ridder, G. (2005), "Mean-Squared-Error Calculations for Average Treatment Effects," unpublished manuscript, Harvard University, Dept. of Economics. [1,3]
-
(2005)
Mean-Squared-Error Calculations For Average Treatment Effects
-
-
Imbens, G.1
Newey, W.2
Ridder, G.3
-
18
-
-
0040376043
-
Estimating the effect of unearned income on labor supply, earnings, savings and consumption: Evidence from a survey of lottery players
-
[7]
-
Imbens, G., Rubin, D., and Sacerdote, B. (2001), "Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings and Consumption: Evidence From a Survey of Lottery Players," American Economic Review, 91, 778-794. [7]
-
(2001)
American Economic Review
, vol.91
, pp. 778-794
-
-
Imbens, G.1
Rubin, D.2
Sacerdote, B.3
-
19
-
-
0001093804
-
Evaluating the econometric evaluations of training programs with experimental data
-
[1,5]
-
Lalonde, R. J. (1986), "Evaluating the Econometric Evaluations of Training Programs With Experimental Data," American Economic Review, 76, 604-620. [1,5]
-
(1986)
American Economic Review
, vol.76
, pp. 604-620
-
-
Lalonde, R.J.1
-
20
-
-
0036420919
-
Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods
-
[2]
-
Lechner, M. (2002), "Some Practical Issues in the Evaluation of Heterogeneous Labour Market Programmes by Matching Methods," Journal of the Royal Statistical Society, Ser. A, 165, 59-82. [2]
-
(2002)
Journal of the Royal Statistical Society, Ser. A
, vol.165
, pp. 59-82
-
-
Lechner, M.1
-
21
-
-
0002111588
-
Convergence rates for series estimators
-
(eds. G. S. Maddala, P. C. B. Phillips, and T. N. Srinavasan), Cambridge:Blackwell. [5,8]
-
Newey, W. (1995), "Convergence Rates for Series Estimators," in Statistical Methods of Economics and Quantitative Economics: Essays in Honor of C. R. Rao (eds. G. S. Maddala, P. C. B. Phillips, and T. N. Srinavasan), Cambridge: Blackwell. [5,8]
-
(1995)
Statistical Methods of Economics and Quantitative Economics: Essays in Honor of C. R. Rao
-
-
Newey, W.1
-
22
-
-
0020334305
-
Nonparametric analysis of covariance by matching
-
[1,3]
-
Quade, D. (1982), "Nonparametric Analysis of Covariance by Matching," Bio-metrics, 38, 597-611. [1,3]
-
(1982)
Bio-metrics
, vol.38
, pp. 597-611
-
-
Quade, D.1
-
23
-
-
21844487694
-
Semiparametric efficiency in multivari-ate regression models with missing data
-
[1]
-
Robins, J., and Rotnitzky, A. (1995), "Semiparametric Efficiency in Multivari-ate Regression Models With Missing Data," Journal of the American Statistical Association, 90, 122-129. [1]
-
(1995)
Journal of the American Statistical Association
, vol.90
, pp. 122-129
-
-
Robins, J.1
Rotnitzky, A.2
-
25
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
[2]
-
Rosenbaum, P., and Rubin, D. (1983), "The Central Role of the Propensity Score in Observational Studies for Causal Effects," Biometrika, 70, 41-55. [2]
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.1
Rubin, D.2
-
26
-
-
0000001801
-
The use of matched sampling and regression adjustments to remove bias in observational studies
-
[1]
-
Rubin, D. (1973), "The Use of Matched Sampling and Regression Adjustments to Remove Bias in Observational Studies," Biometrics, 29, 185-203. [1]
-
(1973)
Biometrics
, vol.29
, pp. 185-203
-
-
Rubin, D.1
-
27
-
-
58149417330
-
Estimating causal effects of treatments in randomized and nonrandomized studies
-
[1]
-
- (1974), "Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies," Journal of Educational Psychology, 66, 688-701. [1]
-
(1974)
Journal of Educational Psychology
, vol.66
, pp. 688-701
-
-
-
28
-
-
85144841000
-
Using multivariate matched sampling and regression ad-justment to control bias in observational studies
-
[3]
-
- (1979), "Using Multivariate Matched Sampling and Regression Ad-justment to Control Bias in Observational Studies," Journal of the American Statistical Association, 74, 318-328. [3]
-
(1979)
Journal of the American Statistical Association
, vol.74
, pp. 318-328
-
-
-
29
-
-
10044222268
-
Does matching address lalonde's critique of nonexperimental estimators
-
[1,5]
-
Smith, J., and Todd, P. (2005), "Does Matching Address LaLonde's Critique of Nonexperimental Estimators," Journal of Econometrics, 125, 305-353. [1,5]
-
(2005)
Journal of Econometrics
, vol.125
, pp. 305-353
-
-
Smith, J.1
Todd, P.2
-
30
-
-
78449231742
-
-
unpublished manuscript, Dept. of Economics, Johns Hopkins University. [7]
-
Zhao, Z. (2002), "Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics and an Application," unpublished manuscript, Dept. of Economics, Johns Hopkins University. [7]
-
(2002)
Using Matching To Estimate Treatment Effects: Data Requirements, Matching Metrics And An Application
-
-
Zhao, Z.1
|