74 citations · 120 across the 18 of their papers we have counts for
4 papers · 1 filter
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…
Can the potential benefit of individualizing treatment be assessed using trial summary statistics alone?
Nina Galanter, Marco Carone, Ronald C. Kessler +1
Individualizing treatment assignment can improve outcomes for diseases with patient-to-patient variability in comparative treatment effects. When a clinical trial demonstrates that…
A general adaptive framework for multivariate point null testing
Adam Elder, Marco Carone, Peter Gilbert +1
As a common step in refining their scientific inquiry, investigators are often interested in performing some screening of a collection of given statistical hypotheses. For example,…
Individualized treatment rules under stochastic treatment cost constraints
Hongxiang Qiu, Marco Carone, Alex Luedtke
Estimation and evaluation of individualized treatment rules have been studied extensively, but real-world treatment resource constraints have received limited attention in existing…