1 citations · 1 across the 12 of their papers we have counts for
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stat.ME2022
Bayesian index models for heterogeneous treatment effects
Hyung Park, Danni Wu, Eva Petkova +2
The general idea of this article is to develop a Bayesian model with a flexible link function connecting an exponential family treatment response to a linear combination of covaria…
stat.ME2022
A Single Index Model for Longitudinal Outcomes to Optimize Individual Treatment Decision Rules
Lanqiu Yao, Thaddeus Tarpey
A pressing challenge in medical research is to identify optimal treatments for individual patients. This is particularly challenging in mental health settings where mean responses…
stat.ME2022★ 1 cited
Unsupervised Bayesian classification for models with scalar and functional covariates
Nancy L. Garcia, Mariana Rodrigues-Motta, Helio S. Migon +5
We consider unsupervised classification by means of a latent multinomial variable which categorizes a scalar response into one of L components of a mixture model. This process can…