2 papers
stat.ME2026
Bayesian low-rank latent-cluster regression for mixed health outcomes
Hsin-Hsiung Huang, Suyeon Kang
High-dimensional health and surveillance studies often involve many collinear predictors, multiple correlated outcomes of different types, and latent heterogeneity across observati…
stat.ML2025
Simulation-Based Sensitivity Analysis in Optimal Treatment Regimes and Causal Decomposition with Individualized Interventions
Soojin Park, Suyeon Kang, Chioun Lee
Causal decomposition analysis aims to assess the effect of modifying risk factors on reducing social disparities in outcomes. Recently, this analysis has incorporated individual ch…