2 papers
stat.ML2026
A Deep Latent Variable Framework for Jointly Modeling Missingness, Measurement Error, and Heterogeneity
Yasin Khadem Charvadeh, Grace Y. Yi, Mithat Gönen +1
Missing data, measurement error, and population heterogeneity are pervasive challenges in analyzing data arising from modern observational studies and machine learning applications…
stat.ME2024
Optimal Dynamic Treatment Regime Estimation in the Presence of Nonadherence
Dylan Spicker, Michael P. Wallace, Grace Y. Yi
Dynamic treatment regimes (DTRs) are sequences of functions that formalize the process of precision medicine. DTRs take as input patient information and output treatment recommenda…