Jialiang Li

9 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-9704-4135

Department of Statistics & Data Science, National University of Singapore

Publications

• Robust model averaging prediction of longitudinal response with ultrahigh-dimensional covariates — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• Autoregressive Networks — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• AdaBoost Semiparametric Model Averaging Prediction for Multiple Categories — Journal of the American Statistical Association 2022
• On functional processes with multiple discontinuities — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• A Functional Varying-Coefficient Single-Index Model for Functional Response Data — Journal of the American Statistical Association 2017
• Structure identification in panel data analysis — The Annals of Statistics 2016
• Efficient estimation in semivarying coefficient models for longitudinal/clustered data — The Annals of Statistics 2016
• Nonparametric independence screening and structure identification for ultra-high dimensional longitudinal data — The Annals of Statistics 2014
• A Semiparametric Threshold Model for Censored Longitudinal Data Analysis — Journal of the American Statistical Association 2011