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01/16/2023
Case-Base Neural Networks: survival analysis with time-varying, higher-order interactions
Neural network-based survival methods can model data-driven covariate in...
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05/26/2022
Variable Selection for Individualized Treatment Rules with Discrete Outcomes
An individualized treatment rule (ITR) is a decision rule that aims to i...
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01/18/2021
Variable Selection in Regression-based Estimation of Dynamic Treatment Regimes
Dynamic treatment regimes (DTRs) consist of a sequence of decision rules...
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09/22/2020