Search Results for author: Jon A. Steingrimsson

Found 3 papers, 1 papers with code

A Bayesian Framework for Causal Analysis of Recurrent Events in Presence of Immortal Risk

no code implementations6 Apr 2023 Arman Oganisian, Anthony Girard, Jon A. Steingrimsson, Patience Moyo

Estimation with observational claims data is challenging because while membership in the target population is defined in terms of eligibility criteria, treatment is rarely assigned exactly at the time of eligibility.

Attribute

Causal Interaction Trees: Tree-Based Subgroup Identification for Observational Data

1 code implementation6 Mar 2020 Jiabei Yang, Issa J. Dahabreh, Jon A. Steingrimsson

We propose Causal Interaction Trees for identifying subgroups of participants that have enhanced treatment effects using observational data.

Decision Making regression

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