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Donald B. Rubin | Researchclopedia

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Donald B. Rubin

Harvard University ORCID

648

Works

294,964

Citations

137

h-index

366

i10-index

Research Topics

Statistical Methods and Bayesian Inference Advanced Causal Inference Techniques Statistical Methods and Inference

Affiliations

Northwestern University1986–1986

University of Iowa1993–1993

General Services Administration2004–2004

IHI Corporation (United States)2009–2009

U.S. National Science Foundation2003–2008

Top Works

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

A. P. Dempster,N. M. Laird,et al.

197749,293 citations

Statistical Methods in Clinical Trials

Advanced Statistical Methods and Models

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

Paul R. Rosenbaum,Donald B. Rubin

198330,456 citations

Multiple Imputation for Nonresponse in Surveys

Donald B. Rubin

198720,343 citations

Statistical Analysis With Missing Data

Maureen Lahiff,Roderick J. A. Little,et al.

198917,494 citations

Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman,Donald B. Rubin

199216,414 citations

Bayesian Data Analysis

Andrew Gelman,John B. Carlin,et al.

199513,689 citations

Inference and missing data

Donald B. Rubin

19769,565 citations

Estimating causal effects of treatments in randomized and nonrandomized studies.

Donald B. Rubin

19749,322 citations

Statistical Analysis with Missing Data

Roderick J. A. Little,Donald B. Rubin

20028,267 citations