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D

Donald B. Rubin

ORCID https://orcid.org/0000-0001-7127-9262

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Publications

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Citations

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Impact (2-yr)

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Top Publications

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

Journal of the Royal Statistical Society Series B (Statistical Methodology)197749,286 citations

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

Biometrika198330,427 citations

Statistical Analysis With Missing Data

Journal of the American Statistical Association198917,494 citations

Inference and missing data

Biometrika19769,558 citationsFirst authorCorresponding

Estimating causal effects of treatments in randomized and nonrandomized studies.

Journal of Educational Psychology19749,316 citationsFirst authorCorresponding

Identification of Causal Effects Using Instrumental Variables

Journal of the American Statistical Association19964,135 citations

Identification of Causal Effects Using Instrumental Variables

Journal of the American Statistical Association19964,064 citations

The Central Role of the Propensity Score in Observational Studies for Causal Effects

Biometrika19833,484 citations

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Journal of the American Statistical Association19843,240 citations

Statistical Analysis with Missing Data

Technometrics19883,119 citations

Estimating Causal Effects from Large Data Sets Using Propensity Scores

Annals of Internal Medicine19972,895 citationsFirst authorCorresponding

Bayesian Inference for Causal Effects: The Role of Randomization

The Annals of Statistics19782,510 citationsFirst authorCorresponding

Maximum likelihood estimation via the ECM algorithm: A general framework

Biometrika19931,788 citations

Multiple imputation in health‐are databases: An overview and some applications

Statistics in Medicine19911,553 citationsFirst authorCorresponding

Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician

The Annals of Statistics19841,364 citationsFirst authorCorresponding

The Bayesian Bootstrap

The Annals of Statistics19811,131 citationsFirst authorCorresponding

Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome

Journal of the Royal Statistical Society Series B (Statistical Methodology)19831,119 citations

The design <i>versus</i> the analysis of observational studies for causal effects: parallels with the design of randomized trials

Statistics in Medicine20061,050 citationsFirst authorCorresponding

A simple, general purpose display of magnitude of experimental effect.

Journal of Educational Psychology1982932 citations

A simple, general purpose display of magnitude of experimental effect.

Journal of Educational Psychology1982913 citations