Donald B. Rubin

1. The central role of the propensity score in observational studies for causal effects
   1983/01/01 by PAUL R. ROSENBAUM, Paul R. Rosenbaum, DONALD B. RUBIN +1 · 623 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
2. Estimating causal effects of treatments in randomized and nonrandomized studies.
   1974/10/01 by Donald B. Rubin · 452 citations
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #School Choice and Performance #Statistical Methods and Bayesian Inference
3. Inference and missing data
   1976/01/01 by DONALD B. RUBIN, Donald B. Rubin · 218 citations
   Mathematics · #Statistical Methods and Bayesian Inference #Advanced Statistical Methods and Models #Statistical Methods and Inference
4. Inference from Iterative Simulation Using Multiple Sequences
   1992/11/01 by Andrew Gelman, Donald B. Rubin · 305 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Gaussian Processes and Bayesian Inference
5. Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
   1985/02/01 by Paul R. Rosenbaum, Donald B. Rubin · 75 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
6. Causal Inference Using Potential Outcomes
   2005/02/10 by Donald B Rubin, Donald B. Rubin · 79 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
7. Matching Using Estimated Propensity Scores: Relating Theory to Practice
   1996/03/01 by Donald B. Rubin, Neal Thomas · 38 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
8. Iterative Automated Record Linkage Using Mixture Models
   2001/03/01 by Michael Larsen, Michael D Larsen, Donald B. Rubin +1 · 5 citations
   Decision Sciences · #Data Quality and Management
9. Asymptotic Theory of Rerandomization in Treatment-Control Experiments
   2016/04/03 by Xinran Li, Li, Xinran, Peng Ding +3 · 5 citations
   Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
10. Statistical Matching Using File Concatenation With Adjusted Weights and Multiple Imputations
    1986/01/01 by Donald B. Rubin · 3 citations
11. Rerandomization in 2^K Factorial Experiments
    2018/12/28 by Xinran Li, Peng Ding, Li, Xinran +3 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
12. Causal inference for ordinal outcomes
    2015/01/06 by Alexander Volfovsky, Volfovsky, Alexander, Edoardo M. Airoldi +3 · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference