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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Incomplete data in sample surveys. Vol. 2: theory and bibliographies
TL;DR: This is one of three volumes that represent the results of work undertaken by the Panel on Incomplete Data and contains the papers on theory and two bibliographies on non-response and related topics.
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On the global and componentwise rates of convergence of the EM algorithm
Xiao-Li Meng,Donald B. Rubin +1 more
TL;DR: This article presents a general description on how and when the componentwise rates differ, as well as their relationships with the global rate, and provides an example, a standard contaminated normal model, to show that such phenomena are not necessarily pathological, but can occur in useful statistical models.
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Comment: Assumptions and Procedures in the File Drawer Problem
Robert Rosenthal,Donald B. Rubin +1 more
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Estimating the Causal Effects of Marketing Interventions Using Propensity Score Methodology
TL;DR: Propensity score methods were proposed by Rosenbaum and Rubin (Biometrika 70 (1983) 41-55) as central tools to help assess the causal effects of interventions as discussed by the authors.
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Effect Size Estimation for One-Sample Multiple-Choice-Type Data: Design, Analysis, and Meta-Analysis
Robert Rosenthal,Donald B. Rubin +1 more
TL;DR: Les auteurs imaginent un indicateur, aisement interpretable, de la taille et de l'importance des effets d'une experimentation sur un echantillon unique.