Donald B. Rubin

Harvard University (US)

Research Areas

Discover Papers by Donald B. Rubin

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H-index

137

Publications

648

Citations

280142

i10-index

366

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Maximum Likelihood from Incomplete Data Via the <i...	1977	49158
The central role of the propensity score in observ...	1983	30130
Multiple Imputation for Nonresponse in Surveys	1987	20109
Statistical Analysis With Missing Data	1989	17491
Inference from Iterative Simulation Using Multiple...	1992	16247
Inference and missing data	1976	9469
Estimating causal effects of treatments in randomi...	1974	9238
Statistical Analysis with Missing Data	2002	8172
Constructing a Control Group Using Multivariate Ma...	1985	4832
Constructing a Control Group Using Multivariate Ma...	1985	4190

Publications

1.
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Year: 1977Citations: 49158DOI: 10.1111/j.2517-6161.1977.tb01600.x
2.
The central role of the propensity score in observational studies for causal effects
Year: 1983Citations: 30130DOI: 10.1093/biomet/70.1.41
3.
Multiple Imputation for Nonresponse in Surveys
Year: 1987Citations: 20109DOI: 10.1002/9780470316696
4.
Statistical Analysis With Missing Data
Year: 1989Citations: 17491DOI: 10.2307/2289883
5.
Inference from Iterative Simulation Using Multiple Sequences
Year: 1992Citations: 16247DOI: 10.1214/ss/1177011136
6.
Inference and missing data
Year: 1976Citations: 9469DOI: 10.1093/biomet/63.3.581
7.
Estimating causal effects of treatments in randomized and nonrandomized studies.
Year: 1974Citations: 9238DOI: 10.1037/h0037350
8.
Statistical Analysis with Missing Data
Year: 2002Citations: 8172DOI: 10.1002/9781119013563
9.
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
Year: 1985Citations: 4832DOI: 10.2307/2683903
10.
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
Year: 1985Citations: 4190DOI: 10.1080/00031305.1985.10479383

About Donald B. Rubin

Donald B. Rubin is a researcher with 648 publications and 280142 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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