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20202026
most citedA Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial

22 citations · 22 across the 10 of their papers we have counts for

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stat.AP2025

Uncovering Treatment Effect Heterogeneity in Pragmatic Gerontology Trials

Changjun Li, Heather Allore, Michael O. Harhay +2

Detecting heterogeneity in treatment response enriches the interpretation of gerontologic trials. In aging research, estimating the effect of the intervention on clinically meaning…

stat.AP2022★ 22 cited

A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial

Xinyuan Chen, Michael O. Harhay, Guangyu Tong +1

Motivated by the Acute Respiratory Distress Syndrome Network (ARDSNetwork) ARDS respiratory management (ARMA) trial, we developed a flexible Bayesian machine learning approach to e…