Donald B. Rubin

Harvard University (US)

Research Areas

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H-index

137

Publications

653

Citations

298694

i10-index

368

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Maximum Likelihood from Incomplete Data Via the <i...	1977	49730
The central role of the propensity score in observ...	1983	31086
Multiple Imputation for Nonresponse in Surveys	1987	20675
Statistical Analysis With Missing Data	1989	17517
Inference from Iterative Simulation Using Multiple...	1992	16817
Bayesian Data Analysis	1995	13757
Inference and missing data	1976	9726
Estimating causal effects of treatments in randomi...	1974	9502
Statistical Analysis with Missing Data	2002	8388
Constructing a Control Group Using Multivariate Ma...	1985	4845

Publications

1.
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Year: 1977Citations: 49730DOI: 10.1111/j.2517-6161.1977.tb01600.x
2.
The central role of the propensity score in observational studies for causal effects
Year: 1983Citations: 31086DOI: 10.1093/biomet/70.1.41
3.
Multiple Imputation for Nonresponse in Surveys
Year: 1987Citations: 20675DOI: 10.1002/9780470316696
4.
Statistical Analysis With Missing Data
Year: 1989Citations: 17517DOI: 10.2307/2289883
5.
Inference from Iterative Simulation Using Multiple Sequences
Year: 1992Citations: 16817DOI: 10.1214/ss/1177011136
6.
Bayesian Data Analysis
Year: 1995Citations: 13757DOI: 10.1201/9780429258411
7.
Inference and missing data
Year: 1976Citations: 9726DOI: 10.1093/biomet/63.3.581
8.
Estimating causal effects of treatments in randomized and nonrandomized studies.
Year: 1974Citations: 9502DOI: 10.1037/h0037350
9.
Statistical Analysis with Missing Data
Year: 2002Citations: 8388DOI: 10.1002/9781119013563
10.
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
Year: 1985Citations: 4845DOI: 10.2307/2683903

About Donald B. Rubin

Donald B. Rubin is a researcher with 653 publications and 298694 citations. They are affiliated with Harvard University. Their research focuses on . With an h-index of 137, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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