Asymptotic causal inference with observational studies trimmed by the estimated propensity scores

Estimating causal effects of treatments in randomized and nonrandomized studies., J Educ Psychol

Rubin, D. B. (1974) · 1974

Earlier work this paper cites.

Assignment to treatment group on the basis of a covariate, Journal of Educational and Behavioral statistics

Rubin, D. B. (1977) · 1977

Earlier work this paper cites.

The central role of the propensity score in observational studies for causal effects, Biometrika

Rosenbaum, P. R. and Rubin, D. B. (1983) · 1983

Earlier work this paper cites.

Evaluating the econometric evaluations of training programs with experimental data, The American economic review

LaLonde, R. J. (1986) · 1986

Earlier work this paper cites.

Affinely invariant matching methods with ellipsoidal distributions, Ann. Statist

Rubin, D. B. and Thomas, N. (1992) · 1992

Earlier work this paper cites.

Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme, The Review of Economic Studies

Heckman, J. J., Ichimura, H. and Todd, P. E. (1997) · 1997

Earlier work this paper cites.

Causal effects in nonexperimental studies: Reevaluating the evaluation of training programs, J Am Stat Assoc

Dehejia, R. H. and Wahba, S. (1999) · 1999

Earlier work this paper cites.

Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization, Health Services and Outcomes Research Methodology

Hirano, K. and Imbens, G. W. (2001) · 2001

Cited alongside, same era.

Efficient estimation of average treatment effects using the estimated propensity score, Econometrica

Hirano, K., Imbens, G. W. and Ridder, G. (2003) · 2003

Cited alongside, same era.

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study, Stat Med

Lunceford, J. K. and Davidian, M. (2004) · 2004

Cited alongside, same era.

Doubly robust estimation in missing data and causal inference models, Biometrics

Bang, H. and Robins, J. M. (2005) · 2005

Cited alongside, same era.

Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data, Statist. Sci

Kang, J. D. and Schafer, J. L. (2007) · 2007

Entropy balancing for causal effects: A multivariate reweighting method to produce balanced samples in observational studies, Political Analysis

Hainmueller, J. (2012) · 2012

Later among the works it cites.

The Jackknife and Bootstrap

Shao, J. and Tu, D. (2012) · 2012

Later among the works it cites.

Calibrating sensitivity analyses to observed covariates in observational studies, Biometrics

Hsu, J. Y. and Small, D. S. (2013) · 2013

Later among the works it cites.

Causal Inference in Statistics, Social, and Biomedical Sciences

Imbens, G. W. and Rubin, D. B. (2015) · 2015

Later among the works it cites.

Matching on the estimated propensity score, Econometrica

Abadie, A. and Imbens, G. W. (2016) · 2016

Later among the works it cites.

Balancing covariates via propensity score weighting, J Am Stat Assoc

Li, F., Morgan, K. L. and Zaslavsky, A. M. (2016) · 2016