An Empirical Study of Statistical Properties of Variance Partition Coefficients for Multi-Level Logistic Regression Models. - Jialiang Li 001; Brian R. Gray; Douglas M. Bates (Commun. Stat. Simul. Comput., 2008)

Impact of unknown covariance structures in semiparametric models for longitudinal data: An application to Wisconsin diabetes data. - Jialiang Li 001; Yingcun Xia; Mari Palta; Anoop Shankar (Comput. Stat. Data Anal., 2009)

A sign based loss approach to model selection in nonparametric regression. - David J. Nott; Jialiang Li 001 (Stat. Comput., 2010)

Adjusting confounders in ranking biomarkers: a model-based ROC approach. - Tao Yu; Jialiang Li 001; Shuangge Ma (Briefings Bioinform., 2012)

Applications of the Bootstrap in ROC Analysis. - Jialiang Li 001 (Commun. Stat. Simul. Comput., 2012)

HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis. - Natalia Novoselova; Cristina Della Beffa; Junxi Wang; Jialiang Li 001; Frank Pessler; Frank Klawonn (Bioinform., 2014)

Feature screening for generalized varying coefficient models with application to dichotomous responses. - Xiaochao Xia; Hu Yang 001; Jialiang Li 001 (Comput. Stat. Data Anal., 2016)

Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. - Jialiang Li 001; David J. Nott; Y. Fan; Scott A. Sisson (Comput. Stat. Data Anal., 2017)

Accounting for clinical covariates and interactions in ranking genomic markers using ROC. - Tao Yu; Jialiang Li 001; Shuangge Ma (Commun. Stat. Simul. Comput., 2017)

Varying coefficient functional autoregressive model with application to the U.S. treasuries. - Meng Xu 007; Jialiang Li 001; Ying Chen (J. Multivar. Anal., 2017)

Sample size determination for high dimensional parameter estimation with application to biomarker identification. - Binyan Jiang; Jialiang Li 001 (Comput. Stat. Data Anal., 2018)

Two-step sparse boosting for high-dimensional longitudinal data with varying coefficients. - Mu Yue; Jialiang Li 001; Ming-Yen Cheng (Comput. Stat. Data Anal., 2019)

Optimal model averaging estimation for correlation structure in generalized estimating equations. - Fang Fang; Jialiang Li 001; Jingli Wang (Commun. Stat. Simul. Comput., 2019)

Minimum f-Divergence Estimation With Applications to Degradation Data Analysis. - Fode Zhang; Jialiang Li 001; Hon Keung Tony Ng (IEEE Trans. Inf. Theory, 2022)

Autoregressive Networks. - Binyan Jiang; Jialiang Li 001; Qiwei Yao (J. Mach. Learn. Res., 2023)