842 citations · 1.7k across the 24 of their papers we have counts for
25 papers
Towards more scientific meta-analyses
Lily H. Zhang, Menelaos Konstantinidis, Marie-Abèle Bind +1
Meta-analysis can be a critical part of the research process, often serving as the primary analysis on which the practitioners, policymakers, and individuals base their decisions.…
Bayesian Criterion for Re-randomization
Zhaoyang Liu, Tingxuan Han, Donald B. Rubin +1
Re-randomization has gained popularity as a tool for experiment-based causal inference due to its superior covariate balance and statistical efficiency compared to classic randomiz…
Catalytic Priors: Using Synthetic Data to Specify Prior Distributions in Bayesian Analysis
Dongming Huang, Feicheng Wang, Donald B. Rubin +1
Catalytic prior distributions provide general, easy-to-use, and interpretable specifications of prior distributions for Bayesian analysis. They are particularly beneficial when the…
Causal inference from treatment-control studies having an additional factor with unknown assignment mechanism
Nicole E. Pashley, Kristen B. Hunter, Katy McKeough +2
Consider a situation with two treatments, the first of which is randomized but the second is not, and the multifactor version of this. Interest is in treatment effects, defined usi…
PCA Rerandomization
Hengtao Zhang, Guosheng Yin, Donald B. Rubin
Mahalanobis distance between treatment group and control group covariate means is often adopted as a balance criterion when implementing a rerandomization strategy. However, this c…
Contrast Specific Propensity Scores
Shasha Han, Donald Rubin
Basic propensity score methodology is designed to balance multivariate pre-treatment covariates when comparing one active treatment with one control treatment. Practical settings o…