Donald B. Rubin

Tsinghua University (CN)

Research Areas

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H-index

140

Publications

662

Citations

296724

i10-index

371

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Maximum Likelihood from Incomplete Data Via the <i...	1977	48916
The central role of the propensity score in observ...	1983	29661
Multiple Imputation for Nonresponse in Surveys	1987	19880
Statistical Analysis With Missing Data	1989	17491
Inference from Iterative Simulation Using Multiple...	1992	16002
Bayesian Data Analysis	2003	13687
Inference and missing data	1976	9337
Estimating causal effects of treatments in randomi...	1974	9061
Statistical Analysis with Missing Data	2002	8070
Constructing a Control Group Using Multivariate Ma...	1985	4829

Publications

1.
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Year: 1977Citations: 48916DOI: 10.1111/j.2517-6161.1977.tb01600.x
2.
The central role of the propensity score in observational studies for causal effects
Year: 1983Citations: 29661DOI: 10.1093/biomet/70.1.41
3.
Multiple Imputation for Nonresponse in Surveys
Year: 1987Citations: 19880DOI: 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: 16002DOI: 10.1214/ss/1177011136
6.
Bayesian Data Analysis
Year: 2003Citations: 13687DOI: 10.1201/9780429258480
7.
Inference and missing data
Year: 1976Citations: 9337DOI: 10.1093/biomet/63.3.581
8.
Estimating causal effects of treatments in randomized and nonrandomized studies.
Year: 1974Citations: 9061DOI: 10.1037/h0037350
9.
Statistical Analysis with Missing Data
Year: 2002Citations: 8070DOI: 10.1002/9781119013563
10.
Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
Year: 1985Citations: 4829DOI: 10.2307/2683903

About Donald B. Rubin

Donald B. Rubin is a researcher with 662 publications and 296724 citations. They are affiliated with Tsinghua University. Their research focuses on . With an h-index of 140, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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