Donald B. Rubin
Educational Testing Service
2 papers in the Anchorcite directory, published between 1976 and 1989, cited 27,300 times in total.
ORCID profileResearch topics
- Statistical Methods and Inference · 2 papers
- Neural Networks and Applications · 1 paper
- Bayesian Methods and Mixture Models · 1 paper
- Statistical Methods and Bayesian Inference · 1 paper
- Advanced Statistical Methods and Models · 1 paper
Frequent co-authors
- Maureen Lahiff · 1 paper
- Roderick J. A. Little · 1 paper
Papers
- Statistical Analysis With Missing DataJournal of the American Statistical Association · 1989 · 17,406 citations
Preface.PART I: OVERVIEW AND BASIC APPROACHES.Introduction.Missing Data in Experiments.Complete-Case and Available-Case Analysis, Including Weighting Methods.Single Imputation Methods.Estimation of Imputation Uncertainty.PART II: LIKELIHOOD-BASED APPROACHES TO THE ANALYSIS OF MISSING DATA.Theory of Inference Based on the Likelihood Function.Methods Based on Factoring the…
- Inference and missing dataBiometrika · 1976 · 9,894 citations
When making sampling distribution inferences about the parameter of the data, θ, it is appropriate to ignore the process that causes missing data if the missing data are ‘missing at random’ and the observed data are ‘observed at random’, but…
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