Donald B. Rubin
Donald B. Rubin publishes mostly in Statistics and Probability, Management Science and Operations Research and Economics and Econometrics, on topics such as Statistical Methods and Bayesian Inference, Advanced Causal Inference Techniques and Statistical Methods and Inference.
- World rank
- #693 of 1,633,909 ranked researchers
- Rank in United States
- #288 of 358,040
- Works
- 130
- Citations
- 4.7k
- Citations per work
- 36.4
What does Donald B. Rubin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability55% of their works
- 2Management Science and Operations Research9% of their works
- 3Economics and Econometrics6% of their works
- 4Sociology and Political Science4% of their works
- 5Artificial Intelligence4% of their works
- 6Statistics, Probability and Uncertainty3% of their works
Research topics
Which keywords describe Donald B. Rubin's research?
The keywords of their largest research topics: Causal Inference, Bayesian Modeling, Multiple Imputation, Observational Studies, Propensity Score, Bayesian Methods, Regularization and Variable Selection.
- Survey Methodology
- Optimization
- Experimental Design
- False Discovery Rate
- Regression Analysis
- Variable Selection
- Bayesian Methods
- Observational Studies
- Bayesian Modeling
- Causal Inference
- Multiple Imputation
- Propensity Score
- Regularization
- Multicollinearity
- Adaptive Designs
- Bayesian Networks
- Graphical Models
- Response Rates
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 18 words, with their numbers
- Causal Inference352 topics
- Bayesian Modeling301 topic
- Multiple Imputation301 topic
- Observational Studies301 topic
- Propensity Score301 topic
- Bayesian Methods272 topics
- Regularization201 topic
- Variable Selection201 topic
- Multicollinearity91 topic
- Regression Analysis91 topic
- Adaptive Designs71 topic
- False Discovery Rate71 topic
- Bayesian Networks51 topic
- Experimental Design51 topic
- Graphical Models51 topic
- Optimization51 topic
- Response Rates51 topic
- Survey Methodology51 topic
Where does Donald B. Rubin work?
Donald B. Rubin's main affiliation in the publication record is Harvard University Press, United States.
How many publications and citations does Donald B. Rubin have?
Science Explorer counts 130 works and 4,727 citations for Donald B. Rubin, ranking #693 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.