Rubin, Donald B.

Bayesian inference for causal effects in randomized experiments with noncompliance

Imbens, G. W., & Rubin, D. B. (1997) · The Annals of Statistics

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 538

Contrasts and Correlations in Effect-Size Estimation

Rosnow, R. L., Rosenthal, R., & Rubin, D. B. (2000) · Psychological Science

Meta-analysis and systematic reviewsPsychology Research and Bibliometrics

Cited by 513

Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players

Imbens, G. W., Rubin, D. B., & Sacerdote, B. I. (2001) · American Economic Review

Financial Literacy, Pension, Retirement AnalysisLabor market dynamics and wage inequality

Cited by 512

Formal mode of statistical inference for causal effects

Rubin, D. B. (1990) · Journal of Statistical Planning and Inference

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 483

Using multivariate matched sampling and regression adjustment to control bias in observational studies

Rubin, D. B. (1979) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 341

Direct and Indirect Causal Effects via Potential Outcomes*

Rubin, D. B. (2004) · Scandinavian Journal of Statistics

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 324

Estimation in Parallel Randomized Experiments

Rubin, D. B. (1981) · Journal of Educational Statistics

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 269

Should observational studies be designed to allow lack of balance in covariate distributions across treatment groups?

Rubin, D. B. (2009) · Statistics in Medicine

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 94

Propensity Score Methods

Rubin, D. B. (2010) · American Journal of Ophthalmology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 88

Re: "Dealing With Missing Outcome Data in Randomized Trials and Observational Studies"

Liublinska, V., & Rubin, D. B. (2012) · American Journal of Epidemiology

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 10

Sensitivity Analysis and Bounds

Imbens, G. W., & Rubin, D. B. (2015) · Causal Inference for Statistics, Social, and Biomedical Sciences

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 4