Donald B. Rubin

Affiliations:

1984-

Harvard University, Cambridge, MA, United States

Area:

Statistics

Parents

Anthony Gervin Oettinger	grad student	1966	Harvard (Computer Science Tree)
(M.S.)
William Gemmell Cochran	grad student	1970	Harvard (Physics Tree)
(The use of matched sampling and regression adjustment in observational studies.)

Children

Daniel F. Heitjan	grad student	1985	Chicago
Daniel F. Heitjan	grad student	1985	Chicago
Andrew Gelman	grad student	1990	Harvard
Xiao-Li Meng	grad student	1990	Harvard
Thomas R. Belin	grad student	1991	Harvard
Ralph B. D'Agostino	grad student	1994	Harvard
Igor Perisic	grad student	2000	Harvard
Zijin Shen	grad student	2000	Harvard
Junni L. Zhang	grad student	2002	Harvard
Elizabeth A. Stuart	grad student	2004	Harvard
Yaming Yu	grad student	2005	Harvard
Hui Jin	grad student	2006	Harvard
Alexis Diamond	grad student	2008	Harvard (Econometree)
Charity J. Morgan	grad student	2008	Harvard
Yves Chretien	grad student	2010	Harvard
Roee Gutman	grad student	2011	Harvard
Kari F. Lock	grad student	2011	Harvard
Cassandra W. Pattanayak	grad student	2011	Harvard
Bronwyn W. Loong	grad student	2012	Harvard
Valeria Espinosa	grad student	2013	Harvard
Viktoriia Liublinska	grad student	2013	Harvard
Arman Sabbaghi	grad student	2014	Harvard
Rui Dong	post-doc	2020-2023	Tsinghua University (Beijing) (Neurotree)

Collaborators

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Publications

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Huang D, Stein N, Rubin DB, et al. (2020) Catalytic prior distributions with application to generalized linear models. Proceedings of the National Academy of Sciences of the United States of America
Bojinov II, Pillai NS, Rubin DB. (2019) Diagnosing missing always at random in multivariate data Biometrika. 107: 246-253
Austin PC, Thomas N, Rubin DB. (2018) Covariate-adjusted survival analyses in propensity-score matched samples: Imputing potential time-to-event outcomes. Statistical Methods in Medical Research. 962280218817926
Li X, Ding P, Rubin DB. (2018) Asymptotic theory of rerandomization in treatment-control experiments. Proceedings of the National Academy of Sciences of the United States of America
Mukerjee R, Dasgupta T, Rubin DB. (2018) Using Standard Tools From Finite Population Sampling to Improve Causal Inference for Complex Experiments Journal of the American Statistical Association. 113: 868-881
Bind MC, Rubin DB. (2017) Bridging observational studies and randomized experiments by embedding the former in the latter. Statistical Methods in Medical Research. 962280217740609
George BJ, Li P, Lieberman HR, et al. (2017) Randomization to Randomization Probability: Estimating Treatment Effects Under Actual Conditions of Use. Psychological Methods
Walicke P, Abosch A, Asher A, et al. (2017) Launching Effectiveness Research to Guide Practice in Neurosurgery: A National Institute Neurological Disorders and Stroke Workshop Report. Neurosurgery. 80: 505-514
Loong B, Rubin DB. (2017) Multiply-Imputed Synthetic Data: Advice to the Imputer Journal of Official Statistics. 33: 1005-1019
Little RJ, Rubin DB, Zangeneh SZ. (2017) Conditions for Ignoring the Missing-Data Mechanism in Likelihood Inferences for Parameter Subsets Journal of the American Statistical Association. 112: 314-320

Donald B. Rubin

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