Preprints

Bayesian Additive Regression Trees; Causal Inference; Clinical Trials; Electronic Health Records; Generalizability; Propensity Score.

Generalizing Treatment Effects from Trials to EHR Populations using Propensity Score Predictive Inference

Jungang Zou

• Oct 14, 2025 • 1 min read

Longitudinal Missing Data, Bayesian Nonparametric Methods, Sequential Imputation, Mixed-Effects Models, Multiple Imputation.

Nonparametric Bayesian Additive Regression Trees for Prediction and Missing Data Imputation in Longitudinal Studies

Jungang Zou

• Sep 30, 2025 • 1 min read

Bayesian Machine Learning

Multi-level variable selection using a BART-enhanced mixed-effects framework

Keming Zhang

• Sep 30, 2025 • 1 min read

Bayesian Models, Group LASSO, Multiple Imputation, Projection Predictive Variable Selection.

Bayesian MI-LASSO for Variable Selection on Multiply-Imputed Data

Jungang Zou

• Aug 6, 2025 • 1 min read

Depression; Primary Health Care; Sustainability; Collaborative Care.

Evaluating sustained reach and effectiveness of collaborative care models: A Cross-sectional study of the New York State Collaborative Care Medicaid Program

Kain Kim

• Jan 12, 2025 • 1 min read

Community Detection; Dynamic Networks; Information Bottleneck; Multiobjective Optimization; Transfer Learning.

Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection

Jungang Zou

• Sep 30, 2021 • 1 min read