-
1
-
-
0036489059
-
Bootstrap tests for distributional treatment effects in instrumental variable models
-
Abadie A (2002) Bootstrap tests for distributional treatment effects in instrumental variable models. J Am Stat Assoc 97: 284-292.
-
(2002)
J Am Stat Assoc
, vol.97
, pp. 284-292
-
-
Abadie, A.1
-
2
-
-
85129712964
-
Estimation of average treatment effects based on propensity scores
-
Becker S, Ichino A (2002) Estimation of average treatment effects based on propensity scores. Stata J 2: 358-377.
-
(2002)
Stata J
, vol.2
, pp. 358-377
-
-
Becker, S.1
Ichino, A.2
-
3
-
-
0025011533
-
Significance tests of covariate imbalance in clinical trials
-
Begg C (1990) Significance tests of covariate imbalance in clinical trials. Controlled Clin Trials 11: 223-225.
-
(1990)
Controlled Clin Trials
, vol.11
, pp. 223-225
-
-
Begg, C.1
-
5
-
-
10044298710
-
Practical propensity score matching: a reply to Smith and Todd
-
Dehejia R (2005a) Practical propensity score matching: a reply to Smith and Todd. J Econom 125: 355-364.
-
(2005)
J Econom
, vol.125
, pp. 355-364
-
-
Dehejia, R.1
-
6
-
-
84872673048
-
Does matching overcome Lalonde's critique of non-experimental estimators? A Postscript
-
Dehejia R (2005b) Does matching overcome Lalonde's critique of non-experimental estimators? A Postscript. Manuscript.
-
(2005)
Manuscript
-
-
Dehejia, R.1
-
7
-
-
0442309558
-
Causal effects in nonexperimental studies: reevaluating the evaluation of training programs
-
Dehejia R, Wahba S (1999) Causal effects in nonexperimental studies: reevaluating the evaluation of training programs. J Am Stat Assoc 94: 1053-1062.
-
(1999)
J Am Stat Assoc
, vol.94
, pp. 1053-1062
-
-
Dehejia, R.1
Wahba, S.2
-
8
-
-
0036102924
-
Propensity score matching methods for nonexperimental causal studies
-
Dehejia R, Wahba S (2002) Propensity score matching methods for nonexperimental causal studies. Rev Econ Stat 84: 151-161.
-
(2002)
Rev Econ Stat
, vol.84
, pp. 151-161
-
-
Dehejia, R.1
Wahba, S.2
-
10
-
-
33745098076
-
An assessment of propensity score matching as a non experimental impact estimator: evidence from Mexico's PROGRESA program
-
Diaz J, Handa S (2006) An assessment of propensity score matching as a non experimental impact estimator: evidence from Mexico's PROGRESA program. J Hum Resour 41: 319-345.
-
(2006)
J Hum Resour
, vol.41
, pp. 319-345
-
-
Diaz, J.1
Handa, S.2
-
12
-
-
84872672260
-
Bandwidth selection and the estimation of treatment effects with unbalanced data
-
Galdo J, Smith J, Black D (2008) Bandwidth selection and the estimation of treatment effects with unbalanced data. Ann d'Econ et Stat 91(92): 189-216.
-
(2008)
Ann D'econ Et Stat
, vol.91
, Issue.92
, pp. 189-216
-
-
Galdo, J.1
Smith, J.2
Black, D.3
-
15
-
-
0000858149
-
On the role of the propensity score in efficient semiparametric estimation of average treatment effects
-
Hahn J (1998) On the role of the propensity score in efficient semiparametric estimation of average treatment effects. Econometrica 66: 315-331.
-
(1998)
Econometrica
, vol.66
, pp. 315-331
-
-
Hahn, J.1
-
16
-
-
44649180523
-
The essential role of balance tests in propensity-matched observational studies: comments on "a critical appraisal of propensity-score matching in the medical literature Between 1996 and 2003" by Peter Austin, Statistics in Medicine
-
Hansen B (2008) The essential role of balance tests in propensity-matched observational studies: comments on "a critical appraisal of propensity-score matching in the medical literature Between 1996 and 2003" by Peter Austin, Statistics in Medicine. Stat Med 27: 2050-2054.
-
(2008)
Stat Med
, vol.27
, pp. 2050-2054
-
-
Hansen, B.1
-
17
-
-
50849129626
-
Covariate balance in simple, stratified and clustered comparative studies
-
Hansen B, Bowers J (2008) Covariate balance in simple, stratified and clustered comparative studies. Stat Sci 23: 219-235.
-
(2008)
Stat Sci
, vol.23
, pp. 219-235
-
-
Hansen, B.1
Bowers, J.2
-
18
-
-
0001008891
-
Estimating regression models with multiplicative heteroscedasticity
-
Harvey A (1976) Estimating regression models with multiplicative heteroscedasticity. Econometrica 44: 461-465.
-
(1976)
Econometrica
, vol.44
, pp. 461-465
-
-
Harvey, A.1
-
19
-
-
84950420463
-
Choosing among alternative nonexperimental methods for estimating the impact of social programs: the case of manpower training
-
Heckman J, Hotz J (1989) Choosing among alternative nonexperimental methods for estimating the impact of social programs: the case of manpower training. J Am Stat Assoc 84: 862-874.
-
(1989)
J Am Stat Assoc
, vol.84
, pp. 862-874
-
-
Heckman, J.1
Hotz, J.2
-
20
-
-
0001622038
-
Matching as an econometric evaluation estimator: evidence from evaluating a job training programme
-
Heckman J, Ichimura H, Todd P (1997) Matching as an econometric evaluation estimator: evidence from evaluating a job training programme. Rev Econ Stud 64: 605-654.
-
(1997)
Rev Econ Stud
, vol.64
, pp. 605-654
-
-
Heckman, J.1
Ichimura, H.2
Todd, P.3
-
21
-
-
0141495120
-
Efficient estimation of average treatment effects using the estimated propensity score
-
Hirano K, Imbens G, Ridder G (2003) Efficient estimation of average treatment effects using the estimated propensity score. Econometrica 71: 1161-1189.
-
(2003)
Econometrica
, vol.71
, pp. 1161-1189
-
-
Hirano, K.1
Imbens, G.2
Ridder, G.3
-
22
-
-
33745588280
-
Interval estimation for treatment effects using propensity score matching
-
Hill J, Reiter J (2006) Interval estimation for treatment effects using propensity score matching. Stat Med 25: 2230-2256.
-
(2006)
Stat Med
, vol.25
, pp. 2230-2256
-
-
Hill, J.1
Reiter, J.2
-
23
-
-
84872170445
-
Goodness of fit tests for the multiple logistic regression model
-
Hosmer D, Lemeshow S (1980) Goodness of fit tests for the multiple logistic regression model. Commun Stat Theory Methods A9: 1043-1069.
-
(1980)
Commun Stat Theory Methods
, vol.A9
, pp. 1043-1069
-
-
Hosmer, D.1
Lemeshow, S.2
-
24
-
-
40549104115
-
Misunderstandings among experimentalists and observationalists about causal inference
-
Imai K, King G, Stuart E (2008) Misunderstandings among experimentalists and observationalists about causal inference. J Royal Stat Soc A 171: 481-502.
-
(2008)
J Royal Stat Soc A
, vol.171
, pp. 481-502
-
-
Imai, K.1
King, G.2
Stuart, E.3
-
25
-
-
21844524167
-
Randomization tests in economics
-
Kennedy P (1995) Randomization tests in economics. J Bus Econ Stat 13: 85-94.
-
(1995)
J Bus Econ Stat
, vol.13
, pp. 85-94
-
-
Kennedy, P.1
-
27
-
-
68949220402
-
Parametric links for binary choice models: a Fisherian-Bayesian Colloquy
-
Koenker R, Yoon J (2009) Parametric links for binary choice models: a Fisherian-Bayesian Colloquy. J Econom 152: 120-130.
-
(2009)
J Econom
, vol.152
, pp. 120-130
-
-
Koenker, R.1
Yoon, J.2
-
28
-
-
84950447902
-
Graphical methods for assessing logistic regression models
-
Landwehr J, Pregibon D, Shoemaker A (1984) Graphical methods for assessing logistic regression models. J Am Stat Assoc 79: 61-71.
-
(1984)
J Am Stat Assoc
, vol.79
, pp. 61-71
-
-
Landwehr, J.1
Pregibon, D.2
Shoemaker, A.3
-
29
-
-
0033476953
-
Earnings and employment effects of continuous on-the-job training in East Germany after unification
-
Lechner M (1999) Earnings and employment effects of continuous on-the-job training in East Germany after unification. J Bus Econ Stat 17: 74-90.
-
(1999)
J Bus Econ Stat
, vol.17
, pp. 74-90
-
-
Lechner, M.1
-
30
-
-
77950635516
-
On the specification of propensity scores: with applications to the analysis of trade policies
-
Millimet D, Tchernis R (2009) On the specification of propensity scores: with applications to the analysis of trade policies. J Bus Econ Stat 27: 397-415.
-
(2009)
J Bus Econ Stat
, vol.27
, pp. 397-415
-
-
Millimet, D.1
Tchernis, R.2
-
31
-
-
0000157861
-
Model-based direct adjustment
-
Rosenbaum P (1987) Model-based direct adjustment. J Am Stat Assoc 82: 387-394.
-
(1987)
J Am Stat Assoc
, vol.82
, pp. 387-394
-
-
Rosenbaum, P.1
-
33
-
-
77951622706
-
The central pole of the propensity score in observational studies for causal effects
-
Rosenbaum P, Rubin D (1983) The central pole of the propensity score in observational studies for causal effects. Biometrika 70: 41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.1
Rubin, D.2
-
34
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum P, Rubin D (1984) Reducing bias in observational studies using subclassification on the propensity score. J Am Stat Assoc 79: 516-524.
-
(1984)
J Am Stat Assoc
, vol.79
, pp. 516-524
-
-
Rosenbaum, P.1
Rubin, D.2
-
35
-
-
84945581878
-
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
-
Rosenbaum P, Rubin D (1985) Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. Am Stat 3: 33-38.
-
(1985)
Am Stat
, vol.3
, pp. 33-38
-
-
Rosenbaum, P.1
Rubin, D.2
-
36
-
-
0030862072
-
Estimating causal effects from large data sets using propensity scores
-
Rubin D (1997) Estimating causal effects from large data sets using propensity scores. Ann Intern Med 127: 757-763.
-
(1997)
Ann Intern Med
, vol.127
, pp. 757-763
-
-
Rubin, D.1
-
37
-
-
0035761763
-
Using propensity scores to help design observational studies: application to the Tobacco Litigation
-
Rubin D (2001) Using propensity scores to help design observational studies: application to the Tobacco Litigation. Health Serv Outcomes Res Methodol 2: 169-188.
-
(2001)
Health Serv Outcomes Res Methodol
, vol.2
, pp. 169-188
-
-
Rubin, D.1
-
40
-
-
79961226937
-
Multivariate and propensity score matching software with automated balance optimization: the matching package for R
-
Sekhon J (2011) Multivariate and propensity score matching software with automated balance optimization: the matching package for R. J Stat Softw 42: 1-52.
-
(2011)
J Stat Softw
, vol.42
, pp. 1-52
-
-
Sekhon, J.1
-
41
-
-
0028101076
-
Testing for baseline balance in clinical trials
-
Senn S (1994) Testing for baseline balance in clinical trials. Stat Med 13: 1715-1726.
-
(1994)
Stat Med
, vol.13
, pp. 1715-1726
-
-
Senn, S.1
-
42
-
-
67349200601
-
A specification test for the propensity score using its distribution conditional on participation
-
Shaikh A, Simonsen M, Vytlacil E, Yildiz N (2009) A specification test for the propensity score using its distribution conditional on participation. J Econom 151: 33-46.
-
(2009)
J Econom
, vol.151
, pp. 33-46
-
-
Shaikh, A.1
Simonsen, M.2
Vytlacil, E.3
Yildiz, N.4
-
44
-
-
10044222268
-
Does matching overcome Lalonde's critique of nonexperimental estimators
-
Smith J, Todd P (2005a) Does matching overcome Lalonde's critique of nonexperimental estimators. J Econom 125: 305-353.
-
(2005)
J Econom
, vol.125
, pp. 305-353
-
-
Smith, J.1
Todd, P.2
-
45
-
-
10044272356
-
Rejoinder
-
Smith J, Todd P (2005b) Rejoinder. J Econom 125: 365-375.
-
(2005)
J Econom
, vol.125
, pp. 365-375
-
-
Smith, J.1
Todd, P.2
-
46
-
-
39049122731
-
Sensitivity of propensity score methods to the specifications
-
Zhao Z (2008) Sensitivity of propensity score methods to the specifications. Econ Lett 98: 309-319.
-
(2008)
Econ Lett
, vol.98
, pp. 309-319
-
-
Zhao, Z.1
|