Manuscripts

Statistical Methodology

  1. Jungang Zou, Yudan Zou, and Liangyuan Hu (2027+). A Bayesian Iterative Conditional Expectation G-Formula for Causal Survival Analysis under Dynamic Treatment Strategies. In preparation.
  2. Yiheng Wei, Jungang Zou, and Qixuan Chen (2026+). MetaBART: Bayesian Additive Regression Trees for Meta-Regression and Generalization from Aggregate Data to Target Populations. In preparation.
  3. Jungang Zou, Alex Ziyu Jiang, and Qixuan Chen (2026+). Bayesian Federated Nonlinear Variable Selection under Site Heterogeneity with Unknown Sharing Structure. In preparation.
  4. Jungang Zou, Joseph E. Schwartz, Roderick Little, Nathalie Moise, and Qixuan Chen (2026+). Bayesian Propensity Score Predictive Inference for Extending Trial Findings to Target Populations. Submitted to The Annals of Applied Statistics. [R package]
  5. Jungang Zou, Alex Ziyu Jiang, and Qixuan Chen (2026+). AI4BayesCode: From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers. Submitted to Journal of the American Statistical Association via the STAI-X 2026 fast-track review invitation. [arXiv] [Website]
    • Paper Award, STAI-X 2026 (one of 9 awards selected from all 54 accepted papers)
  6. Jungang Zou and Liangyuan Hu (2026+). Nonparametric Bayesian Additive Regression Trees for Prediction and Missing Data Imputation in Longitudinal Studies. Major revision, Computational Statistics and Data Analysis. [R package]
  7. Jungang Zou, Sijian Wang, and Qixuan Chen (2026+). Bayesian MI-LASSO for Variable Selection on Multiply-Imputed Data. Minor revision, Statistics in Medicine. [arXiv] [R package]
    • Student Paper Competition Award, ASA GSS/SRMS/SSS Sections, JSM 2026
  8. Keming Zhang, Yaoyao Li, Jungang Zou, Sijian Wang, Bernadette A. Fausto, and Liangyuan Hu (2026). Multi-Level Variable Selection Using a BART-Enhanced Mixed-Effects Framework. Statistics in Medicine, 45: e70593. [Paper]
  9. Sharifa Z. Williams, Jungang Zou, Yutao Liu, Yajuan Si, Sandro Galea, and Qixuan Chen (2024). Improving Survey Inference Using Administrative Records without Releasing Individual-Level Continuous Data. Statistics in Medicine, 43(30): 5803–5813. [Paper] [R package]
  10. Liangyuan Hu, Jungang Zou, Chenyang Gu, Jiayi Ji, Michael Lopez, and Minal Kale (2022). A Flexible Sensitivity Analysis Approach for Unmeasured Confounding with Multiple Treatments and a Binary Outcome with Application to SEER-Medicare Lung Cancer Data. The Annals of Applied Statistics, 16(2): 1014–1037. [Paper] [R package]
  11. Jungang Zou, Fan Lin, Siyu Gao, Gaoshan Deng, Wenhua Zeng, and Gil Alterovitz (2021). Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection. arXiv preprint. [arXiv] [Python package]

Collaborative Research

  1. Kain Kim, Jungang Zou, Baoyi Feng, Mengxiao Luan, Amy Jones, Danielle Gadbois, Jessica Lim, Joseph E. Schwartz, Qixuan Chen, and Nathalie Moise (2026). Predictors of Sustainability in the Collaborative Care Medicaid Program for Depression: A Cross-Sectional Study. Psychiatric Services, 77(8): 718–724. [Paper]
  2. Nina M. Flores, Joan A. Casey, Stephanie Lovinsky-Desir, Ariel Spira-Cohen, Sybille Louis, Sarah Walters, Maureen Little, Jungang Zou, Kara E. Rudolph, Diana Hernández, Qixuan Chen, and Matthew S. Perzanowski (2026). Impact of a Large-Scale Mold Intervention in Public Housing on Asthma Emergency Department Visits. American Journal of Respiratory and Critical Care Medicine, aamag441. [Paper]
  3. Zidu Xu, Danielle Scharp, Mollie Hobensack, Jiancheng Ye, Jungang Zou, Sirui Ding, Jingjing Shang, and Maxim Topaz (2025). Machine Learning-Based Infection Diagnostic and Prognostic Models in Post-Acute Care Settings: A Systematic Review. Journal of the American Medical Informatics Association, 32(1): 241–252. [Paper]
  4. Chinelo Onyilofor, Baoyi Feng, Jungang Zou, Jennifer Mizhquiri Barbecho, Andrea T. Duran, Siqin Ye, Othanya Garcia, Jessica Singer, Qixuan Chen, and Nathalie Moise (2024). Assessing the Fidelity of Depression Screening Implementation in Coronary Heart Disease Patients: A Cross-Sectional Study. Journal of the American Heart Association, 13(21): e035550. [Paper]
  5. Abigail R. Greenleaf, Sarah Francis, Jungang Zou, Shannon M. Farley, Tšepang Lekhela, Fred Asiimwe, and Qixuan Chen (2024). Influenza-Like Illness in Lesotho from July 2020 to July 2021: Population-Based Participatory Surveillance Results. JMIR Public Health and Surveillance, 10: e55208. [Paper]
  6. Nina M. Flores, Stephanie Lovinsky-Desir, Adnan Divjan, Lori A. Hoepner, Jungang Zou, Rachel L. Miller, Julie B. Herbstman, Frederica P. Perera, Matthew S. Perzanowski, and Qixuan Chen (2024). Trajectory Analysis of Rhinitis in a Birth Cohort from Lower-Income New York City Neighborhoods. Journal of Allergy and Clinical Immunology, 154(1): 111–119. [Paper]
  7. Benjamin M. Jadow, Liangyuan Hu, Jungang Zou, Daniel Labovitz, Chinwe Ibeh, Bruce Ovbiagele, and Charles Esenwa (2023). Historical Redlining, Social Determinants of Health, and Stroke Prevalence in Communities in New York City. JAMA Network Open, 6(4): e235875. [Paper]
Software
  1. AI4BayesCode — From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers. [Website] [GitHub]
  2. PSPI — Propensity Score Predictive Inference for Generalizability and Transportability. [R (CRAN)] [GitHub]
  3. SBMTrees — Sequential Imputation with Bayesian Trees Mixed-Effects Models for Longitudinal Data. [R (CRAN)] [GitHub]
  4. AuxSurvey — Survey Analysis with Auxiliary Discretized Variables. [R (CRAN)] [GitHub]
  5. SAMTx — Sensitivity Assessment to Unmeasured Confounding with Multiple Treatments. [R (CRAN)]
  6. BMIselect — Bayesian MI-LASSO Models for Variable Selection on Multiply-Imputed Data. [R (CRAN)] [GitHub]
  7. TMOGA — A Multi-Objective Genetic Algorithm for Dynamic Community Detection. [Python (PyPI)] [GitHub]