D
Donald B. Rubin
Researcher at Tsinghua University
Publications - 524
Citations - 283142
Donald B. Rubin is an academic researcher from Tsinghua University. The author has contributed to research in topics: Missing data & Causal inference. The author has an hindex of 132, co-authored 515 publications receiving 262632 citations. Previous affiliations of Donald B. Rubin include University of Chicago & Harvard University.
Papers
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Rerandomization to improve covariate balance in experiments
Kari Lock Morgan,Donald B. Rubin +1 more
TL;DR: In this article, the authors show that covariate data are available before units are exposed to treatments and can be used to check covariate balance before the physical experiment takes place, provided a precise definition of imbalance has been specified.
Journal Article
Significance levels from repeated p-values with multiply imputed data
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Further meta-analytic procedures for assessing cognitive gender differences.
Robert Rosenthal,Donald B. Rubin +1 more
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A Note on Percent Variance Explained as A Measure of the Importance of Effects
Robert Rosenthal,Donald B. Rubin +1 more
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Characterizing the Estimation of Parameters in Incomplete-Data Problems
TL;DR: A framework is given for organizing and understanding the problems of estimating the parameters of a multivariate data set which contains blocks of missing observations by factoring the likelihood of the observed data into a product of likelihoods.