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Donald B Rubin
Donald B Rubin
YCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard U
Verified email at temple.edu
Title
Cited by
Cited by
Year
Maximum Likelihood from Incomplete Data Via the EM Algorithm
AP Dempster, NM Laird, DB Rubin
Journal of the Royal Statistical Society: Series B (Methodological) 39 (1), 1-22, 1977
635911977
Bayesian data analysis
A Gelman, J Carlin, H Stern, DB Rubin
CRC press, 2004
33774*2004
The central role of the propensity score in observational studies for causal effects
PR Rosenbaum, DB Rubin
Biometrika 70 (1), 41-55, 1983
331701983
Statistical analysis with missing data
RJA Little, DB Rubin
John Wiley & Sons, 2019
329452019
Multiple imputation for nonresponse in surveys
DB Rubin
John Wiley & Sons, 2004
241572004
Inference from iterative simulation using multiple sequences
A Gelman, DB Rubin
Statistical science, 457-472, 1992
157661992
Inference and missing data
DB Rubin
Biometrika 63 (3), 581-592, 1976
120601976
Estimating causal effects of treatments in randomized and nonrandomized studies.
DB Rubin
Journal of educational Psychology 66 (5), 688, 1974
100981974
Maximum likelihood from incomplete data via the EMalgorithm
AP Dempster, NM Laird, DB Rubin
Journal of the Royal statistical Society 39 (1), 1-38, 1977
76081977
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
PR Rosenbaum, DB Rubin
The American Statistician 39 (1), 33-38, 1985
70821985
Identification of causal effects using instrumental variables
JD Angrist, GW Imbens, DB Rubin
Journal of the American statistical Association 91 (434), 444-455, 1996
69291996
Reducing bias in observational studies using subclassification on the propensity score
PR Rosenbaum, DB Rubin
Journal of the American statistical Association 79 (387), 516-524, 1984
48361984
Multiple imputation after 18+ years
DB Rubin
Journal of the American statistical Association 91 (434), 473-489, 1996
45961996
Testing the number of components in a normal mixture
Y Lo, NR Mendell, DB Rubin
Biometrika 88 (3), 767-778, 2001
41012001
Causal inference in statistics, social, and biomedical sciences
GW Imbens, DB Rubin
Cambridge University Press, 2015
40832015
Estimating causal effects from large data sets using propensity scores
DB Rubin
Annals of internal medicine 127 (8_Part_2), 757-763, 1997
32421997
Bayesian inference for causal effects: The role of randomization
DB Rubin
The Annals of statistics, 34-58, 1978
30881978
Randomization analysis of experimental data: The Fisher randomization test comment
DB Rubin
Journal of the American statistical association 75 (371), 591-593, 1980
2848*1980
Multiple imputation for nonresponse in surveys. Hoboken
DB Rubin
NJ: John Wiley & Sons 10, 9780470316696, 1987
27681987
Comparing correlated correlation coefficients.
XL Meng, R Rosenthal, DB Rubin
Psychological bulletin 111 (1), 172, 1992
27221992
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Articles 1–20