74 citations · 461 across the 38 of their papers we have counts for
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stat.ME2019
Using Propensity Scores to Develop and Evaluate Treatment Rules with Observational Data
Jeremy Roth, Noah Simon
In this paper, we outline a principled approach to estimate an individualized treatment rule that is appropriate for data from observational studies where, in addition to treatment…
stat.ME2019★ 8 cited
Generalized Sparse Additive Models
Asad Haris, Noah Simon, Ali Shojaie
We present a unified framework for estimation and analysis of generalized additive models in high dimensions. The framework defines a large class of penalized regression estimators…