-
1
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
Rosenbaum P, Rubin D. The central role of the propensity score in observational studies for causal effects. Biometrika 1983;70:41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.1
Rubin, D.2
-
2
-
-
3543135271
-
Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
-
D'Agostino RB. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Stat Med 1998;17:2265-81.
-
(1998)
Stat Med
, vol.17
, pp. 2265-2281
-
-
D'agostino, R.B.1
-
3
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
Imbens GW. Nonparametric estimation of average treatment effects under exogeneity: a review. Rev Econ Stat 2004;86:4-29.
-
(2004)
Rev Econ Stat
, vol.86
, pp. 4-29
-
-
Imbens, G.W.1
-
4
-
-
34249885738
-
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
-
Ho DE, Imai K, King G, Stuart EA. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Pol Anal 2007;15:199-236.
-
(2007)
Pol Anal
, vol.15
, pp. 199-236
-
-
Ho, D.E.1
Imai, K.2
King, G.3
Stuart, E.A.4
-
6
-
-
84950922994
-
Which ifs have causal answers?
-
Rubin DB. Which ifs have causal answers? J Am Stat Assoc 1986;81:961-2.
-
(1986)
J Am Stat Assoc
, vol.81
, pp. 961-962
-
-
Rubin, D.B.1
-
7
-
-
64849112179
-
Recent developments in the econometrics of program evaluation
-
Imbens GW, Wooldridge JM. Recent developments in the econometrics of program evaluation. J Econ Lit 2009;47:5-86.
-
(2009)
J Econ Lit
, vol.47
, pp. 5-86
-
-
Imbens, G.W.1
Wooldridge, J.M.2
-
8
-
-
77957806232
-
Matching methods for causal inference: A review and a look forward
-
Stuart E. Matching methods for causal inference: a review and a look forward. Stat Sci 2010;25:1-21.
-
(2010)
Stat Sci
, vol.25
, pp. 1-21
-
-
Stuart, E.1
-
9
-
-
79952118952
-
Applying propensity score methods in medical research: Pitfalls and prospects
-
Luo Z, Gardiner JC, Bradley CJ. Applying propensity score methods in medical research: pitfalls and prospects. Med Care Res Rev 2010;67:528-54.
-
(2010)
Med Care Res Rev
, vol.67
, pp. 528-554
-
-
Luo, Z.1
Gardiner, J.C.2
Bradley, C.J.3
-
10
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum P, Rubin D. Reducing bias in observational studies using subclassification on the propensity score. J Am Stat Assoc 1984;79:516-24.
-
(1984)
J Am Stat Assoc
, vol.79
, pp. 516-524
-
-
Rosenbaum, P.1
Rubin, D.2
-
11
-
-
4444230264
-
Stratification and weighting via the propensity score in estimation of causal treatment effects: A comparative study
-
Lunceford JK, Davidian M. Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study. Stat Med 2004;23:2937-60.
-
(2004)
Stat Med
, vol.23
, pp. 2937-2960
-
-
Lunceford, J.K.1
Davidian, M.2
-
12
-
-
84945581878
-
Constructing a control-group using multivariate matched sampling methods that incorporate the propensity score
-
Rosenbaum P, Rubin D. Constructing a control-group using multivariate matched sampling methods that incorporate the propensity score. Am Stat 1985;39:33-8.
-
(1985)
Am Stat
, vol.39
, pp. 33-38
-
-
Rosenbaum, P.1
Rubin, D.2
-
13
-
-
44649173785
-
A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003
-
Austin PC. A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Stat Med 2008;27:2037-49.
-
(2008)
Stat Med
, vol.27
, pp. 2037-2049
-
-
Austin, P.C.1
-
14
-
-
0035761721
-
Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization
-
Hirano K, Imbens GW. Estimation of causal effects using propensity score weighting: an application to data on right heart catheterization. Health Serv Outcomes Res Methodol 2001;2:259-78.
-
(2001)
Health Serv Outcomes Res Methodol
, vol.2
, pp. 259-278
-
-
Hirano, K.1
Imbens, G.W.2
-
15
-
-
46249111567
-
Weighting regressions by propensity scores
-
Freedman DA, Berk RA. Weighting regressions by propensity scores. Eval Rev 2008;32:392-409.
-
(2008)
Eval Rev
, vol.32
, pp. 392-409
-
-
Freedman, D.A.1
Berk, R.A.2
-
16
-
-
60849116685
-
Some methods of propensity-score matching had superior performance to others: Results of an empirical investigation and monte carlo simulations
-
Austin PC. Some methods of propensity-score matching had superior performance to others: results of an empirical investigation and monte carlo simulations. Biometrical J 2009;51:171-84.
-
(2009)
Biometrical J
, vol.51
, pp. 171-184
-
-
Austin, P.C.1
-
17
-
-
70449365700
-
Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples
-
Austin PC. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat Med 2009;28:3083-107.
-
(2009)
Stat Med
, vol.28
, pp. 3083-3107
-
-
Austin, P.C.1
-
18
-
-
40549104115
-
Misunderstandings among experimentalists and observationalists in causal inference
-
Imai K, King G, Stuart EA. Misunderstandings among experimentalists and observationalists in causal inference. J R Stat Soc Ser A 2008;171:481-502.
-
(2008)
J R Stat Soc ser A
, vol.171
, pp. 481-502
-
-
Imai, K.1
King, G.2
Stuart, E.A.3
-
19
-
-
77958600686
-
Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies
-
Austin PC. Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies. Pharm Stat 2010;10:150-61.
-
(2010)
Pharm Stat
, vol.10
, pp. 150-161
-
-
Austin, P.C.1
-
20
-
-
44649182793
-
Discussion of research using propensity-score matching: Comments on "a critical appraisal of propensity-score matching in the medical literature between 1996 and 2003" by peter Austin
-
Hill J. Discussion of research using propensity-score matching: comments on "a critical appraisal of propensity-score matching in the medical literature between 1996 and 2003" by peter Austin. Stat Med 2008;27:2055-61.
-
(2008)
Stat Med
, vol.27
, pp. 2055-2061
-
-
Hill, J.1
-
21
-
-
44649111276
-
Developing practical recommendations for the use of propensity scores: Discussion of "a critical appraisal of propensity score matching in the medical literature between 1996 and 2003" by peter Austin
-
Stuart E. Developing practical recommendations for the use of propensity scores: discussion of "a critical appraisal of propensity score matching in the medical literature between 1996 and 2003" by peter Austin. Stat Med 2008;27:2062-5.
-
(2008)
Stat Med
, vol.27
, pp. 2062-2065
-
-
Stuart, E.1
-
22
-
-
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
-
Hansen BB. 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. Stat Med 2008;27:2050-4.
-
(2008)
Stat Med
, vol.27
, pp. 2050-2054
-
-
Hansen, B.B.1
-
24
-
-
33645024678
-
Large sample properties of matching estimators for average treatment effects
-
Abadie A, Imbens GW. Large sample properties of matching estimators for average treatment effects. Econometrica 2006;74:235-67.
-
(2006)
Econometrica
, vol.74
, pp. 235-267
-
-
Abadie, A.1
Imbens, G.W.2
-
26
-
-
46249085099
-
Comment: Performance of double-robust estimators when "inverse probability" weights are highly variable
-
Robins JM, Sued M, Lei-Gomez Q, Rotnitzky A. Comment: performance of double-robust estimators when "inverse probability" weights are highly variable. Stat Sci 2007;22:544-59.
-
(2007)
Stat Sci
, vol.22
, pp. 544-559
-
-
Robins, J.M.1
Sued, M.2
Lei-Gomez, Q.3
Rotnitzky, A.4
-
27
-
-
33644851650
-
Doubly robust estimation in missing data and causal inference models
-
Bang H, Robins JM. Doubly robust estimation in missing data and causal inference models. Biometrics 2005;61:962-72.
-
(2005)
Biometrics
, vol.61
, pp. 962-972
-
-
Bang, H.1
Robins, J.M.2
-
29
-
-
0033847784
-
Marginal structural models and causal inference in epidemiology
-
Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000;11:550-60.
-
(2000)
Epidemiology
, vol.11
, pp. 550-560
-
-
Robins, J.M.1
Hernan, M.A.2
Brumback, B.3
-
30
-
-
0024607448
-
Flexible parsimonious smoothing and additive modeling
-
Friedman JH, Silverman BW. Flexible parsimonious smoothing and additive modeling. Technometrics 1989;31:3-21.
-
(1989)
Technometrics
, vol.31
, pp. 3-21
-
-
Friedman, J.H.1
Silverman, B.W.2
-
31
-
-
0030862072
-
Estimating causal effects from large data sets using propensity scores
-
Rubin DB. Estimating causal effects from large data sets using propensity scores. Ann Intern Med 1997;127:757-63.
-
(1997)
Ann Intern Med
, vol.127
, pp. 757-763
-
-
Rubin, D.B.1
-
32
-
-
18744399280
-
Correlation coefficient inference on censored bioassay data
-
Li L, Wang WW, Chan ISF. Correlation coefficient inference on censored bioassay data. J Biopharm Stat 2005;15:501-12.
-
(2005)
J Biopharm Stat
, vol.15
, pp. 501-512
-
-
Li, L.1
Wang, W.W.2
Chan, I.S.F.3
-
33
-
-
0028101076
-
Testing for baseline balance in clinical trials
-
Senn S. Testing for baseline balance in clinical trials. Stat Med 1994;13:1715-26.
-
(1994)
Stat Med
, vol.13
, pp. 1715-1726
-
-
Senn, S.1
-
34
-
-
50849129626
-
Covariate balance in simple, stratified and clustered comparative studies
-
Hansen BB, Bowers J. Covariate balance in simple, stratified and clustered comparative studies. Stat Sci 2008;23:219-36.
-
(2008)
Stat Sci
, vol.23
, pp. 219-236
-
-
Hansen, B.B.1
Bowers, J.2
-
35
-
-
67349200601
-
A specification test for the propensity score using its distribution conditional on participation
-
Shaikh AM, Simonsen M, Vytlacil EJ, Yildiz N. A specification test for the propensity score using its distribution conditional on participation. J Econometrics 2009;1:33-46.
-
(2009)
J Econometrics
, vol.1
, pp. 33-46
-
-
Shaikh, A.M.1
Simonsen, M.2
Vytlacil, E.J.3
Yildiz, N.4
-
36
-
-
84872669651
-
Propensity score matching and variations on the balancing test
-
Lee WS. Propensity score matching and variations on the balancing test. Empirical Econ 2013;44(1):47-80.
-
(2013)
Empirical Econ
, vol.44
, Issue.1
, pp. 47-80
-
-
Lee, W.S.1
-
37
-
-
67249097811
-
Type i error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses
-
Austin PC. Type i error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses. Int J Biostat 2009;5:1-21.
-
(2009)
Int J Biostat
, vol.5
, pp. 1-21
-
-
Austin, P.C.1
-
38
-
-
0000555875
-
Inference for imputation estimators
-
Robins JM, Wang N. Inference for imputation estimators. Biometrika 2000;87:113-24.
-
(2000)
Biometrika
, vol.87
, pp. 113-124
-
-
Robins, J.M.1
Wang, N.2
-
39
-
-
46249131752
-
Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data (with discussions and rejoinder)
-
Kang JDY, Schafer JL. Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data (with discussions and rejoinder). Stat Sci 2007;22:523-39.
-
(2007)
Stat Sci
, vol.22
, pp. 523-539
-
-
Kang, J.D.Y.1
Schafer, J.L.2
-
40
-
-
0000157861
-
Model-based direct adjustment
-
Rosenbaum PR. Model-based direct adjustment. J Am Stat Assoc 1987;82:387-94.
-
(1987)
J Am Stat Assoc
, vol.82
, pp. 387-394
-
-
Rosenbaum, P.R.1
-
41
-
-
69249196484
-
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data
-
Cao WH, Tsiatis AA, Davidian M. Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data. Biometrika 2009;96:723-34.
-
(2009)
Biometrika
, vol.96
, pp. 723-734
-
-
Cao, W.H.1
Tsiatis, A.A.2
Davidian, M.3
-
42
-
-
60449086859
-
Dealing with limited overlap in estimation of average treatment effects
-
Crump RK, Hotz VJ, Imbens GW, Mitnik OA. Dealing with limited overlap in estimation of average treatment effects. Biometrika 2009;96:187-99.
-
(2009)
Biometrika
, vol.96
, pp. 187-199
-
-
Crump, R.K.1
Hotz, V.J.2
Imbens, G.W.3
Mitnik, O.A.4
-
43
-
-
77955858058
-
Bounded, efficient and doubly robust estimation with inverse weighting
-
Tan ZQ. Bounded, efficient and doubly robust estimation with inverse weighting. Biometrika 2010;97:661-82.
-
(2010)
Biometrika
, vol.97
, pp. 661-682
-
-
Tan, Z.Q.1
|