20 citations · 32 across the 10 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
stat.ME2022★ 4 cited
Variance-based sensitivity analysis for weighting estimators result in more informative bounds
Melody Huang, Samuel D. Pimentel
Weighting methods are popular tools for estimating causal effects; assessing their robustness under unobserved confounding is important in practice. In the following paper, we intr…
stat.ME2022★ 1 cited
Covariate-adaptive randomization inference in matched designs
Samuel D. Pimentel, Yaxuan Huang
It is common to conduct causal inference in matched observational studies by proceeding as though treatment assignments within matched sets are assigned uniformly at random and usi…
stat.ME2022
Robust inference for matching under rolling enrollment
Amanda K. Glazer, Samuel D. Pimentel
Matching in observational studies faces complications when units enroll in treatment on a rolling basis. While each treated unit has a specific time of entry into the study, contro…