4 citations · 4 across the 1 of their papers we have counts for
3 papers
stat.ME2026★ 4 cited
A framework for leveraging machine learning tools to estimate personalized survival curves
Charles J. Wolock, Peter B. Gilbert, Noah Simon +1
The conditional survival function of a time-to-event outcome subject to censoring and truncation is a common target of estimation in survival analysis. This parameter may be of sci…
stat.ME2025
Data fusion using weakly aligned sources
Sijia Li, Peter B. Gilbert, Rui Duan +1
We introduce a new data fusion method that utilizes multiple data sources to estimate a smooth, finite-dimensional parameter. Most existing methods only make use of fully aligned d…
stat.ME2025
Semiparametric logistic regression for inference on relative vaccine efficacy in case-only studies with informative missingness
Lars van der Laan, Peter B. Gilbert
We develop semiparametric methods for estimating subgroup-specific relative vaccine efficacy against multiple viral strains in a partially vaccinated population. Focusing on observ…