28 citations · 58 across the 28 of their papers we have counts for
3 papers · 1 filter
Nonparametric estimation of a covariate-adjusted counterfactual treatment regimen response curve
Ashkan Ertefaie, Luke Duttweiler, Brent A. Johnson +1
Flexible estimation of the mean outcome under a treatment regimen (i.e., value function) is the key step toward personalized medicine. We define our target parameter as a condition…
Causal inference for the expected number of recurrent events in the presence of a terminal event
Benjamin R. Baer, Trang Bui, Daniel Mork +2
While recurrent event analyses have been extensively studied, limited attention has been given to causal inference within the framework of recurrent event analysis. We develop a mu…
Inference for relative sparsity
Samuel J. Weisenthal, Sally W. Thurston, Ashkan Ertefaie
In healthcare, there is much interest in estimating policies, or mappings from covariates to treatment decisions. Recently, there is also interest in constraining these estimated p…