3 papers
stat.AP2025
A Precision Trial Case Study for Heterogeneous Treatment Effects in Obstructive Sleep Apnea
Lara Maleyeff, Shirin Golchi, Erica E. M. Moodie +1
Precision medicine tailors treatments to individual patient characteristics, which is especially valuable for conditions like obstructive sleep apnea (OSA), where treatment respons…
stat.ME2024
Sparse two-stage Bayesian meta-analysis for individualized treatments
Junwei Shen, Erica E. M. Moodie, Shirin Golchi
Individualized treatment rules tailor treatments to patients based on clinical, demographic, and other characteristics. Estimation of individualized treatment rules requires the id…
stat.ME2014
Sequentially Constrained Monte Carlo
Shirin Golchi, David A. Campbell
Constraints can be interpreted in a broad sense as any kind of explicit restriction over the parameters. While some constraints are defined directly on the parameter space, when th…