Education

2017.09-2022.06，School of Statistics, Renmin University of China，PhD in Economics

2013.09-2017.07，School of Science, Minzu University of China，Bachelor in Science

Work Experience

2025.09-Present，School of Statistics, Renmin University of China，Lecturer

2022.07-2025.08，Department of Biostatistics, Yale University，Postdoctoral Associate

Research Interest

Network Analysis; Heterogeneity Analysis; Multi-omics Data Integrative Analysis; Uncertainty Analysis

Publications

1.Rong Li, Huangdi Yi, Shuangge Ma* (2025). "A Selective Review of Network Analysis Methods for Gene Expression Data", Methods in Molecular Biology (Clifton, N.J.), 2880, 293-307

2.Rong Li, Yinchen Qin†, Yang Li*, Shuangge Ma* (2025).  "Uncertainty Assessment for Generalized Linear Models via Local Bootstrapping", SCIENCE CHINA Mathematics (in Chinese), Online.

3.Tengdi Zheng, Rong Li, Mixia Wu, Chenjin Ma* (2025). "Accommodating Spatial Heterogeneity in Geographically Weighted Regression with Group Penalty", Statistics in Medicine, 44, e70226

4.Yunju Im, Rong Li, Shuangge Ma* (2025). "Bayesian Modeling of Cancer Outcomes Using Genetic Variables Assisted by Pathological Imaging Data", Statistics in Medicine, 44(3-4), e10350

5.Jiping Wang, Rong Li, Wei-Shan Chang, Kai-Yuan Hsiao, Ben-Chang Shia, Shuangge Ma* (2025). "Heterogeneous Network Analysis of Disease Clinical Treatment Measures via Mining Electronic Medical Record Data", The Annals of Applied Statistics, 19(1), 637-654

6.Rong Li, Shaodong Xu, Yang Li, Zuojian Tang, Di Feng, James Cai, Shuangge Ma* (2025). "Incorporating Prior Information in Gene Expression Network-based Cancer Heterogeneity Analysis", Biostatistics, 26(1), kxae028

7.Rong Li, Qingzhao Zhang, Shuangge Ma* (2023). "Regulation-incorporated Gene Expression Network-based Heterogeneity Analysis", Statistica Sinica, Online

8.Yichen Qin, Linna Wang, Yang Li, Rong Li* (2023). "Visualization and Assessment of Model Selection Uncertainty", Computational Statistics & Data Analysis, 178, 107598

9.Rong Li, Wenli Zhang, Yang Li, Cunjie Lin* (2022). " Survival analysis of large-scale tumor data based on deep learning", Chinese Journal of Health Statistics (in Chinese), 39(1), 84-86+90

10.Yang Li, Rong Li†, Cunjie Lin*, Yichen Qin, Yuhong Yang (2021). "Robust Group Variable Screening based on Maximum Lq-likelihood Estimation", Statistics in Medicine, 40(30), 6818-6834

11.Yang Li, Fan Wang, Rong Li, Yifan Sun* (2020). "Semiparametric Integrative Interaction Analysis for Non-small-cell Lung Cancer", Statistical Methods in Medical Research, 29(10), 2865-2880

12.Yang Li, Rong Li, Cunjie Lin*, Yichen Qin, Shuangge Ma*(2019). "Penalized Integrative Semiparametric Interaction Analysis for Multiple Genetic Datasets", Statistics in Medicine, 38(17), 3221-3242

13.Yang Li, Rong Li, Mengyun Wu*, Yichen Qin, Shuangge Ma (2019). "Integrative Interaction Analysis using Threshold Gradient Directed Regularization", Applied Stochastic Models in Business and Industry, 35(2), 354-375