Runze Li

A nonparametric independence test via penalized mutual information
Zhanrui Cai, Yaowu Zhang, Xu Guo, Liping Zhu, Runze Li, 2026, In: Science China Mathematics
Date: 2026

Distributed Nonparametric Regression with Heterogeneity Through Prediction-Based Aggregation
Zhao Chen, Runze Li, Yikai Xu, 2026, In: Journal of Computational and Graphical Statistics
Date: 2026

Risk-Sensitive Deep RL
Han Zhong, Xun Deng, Ethan X. Fang, Zhuoran Yang, Zhaoran Wang, Runze Li, 2026, In: Journal of the American Statistical Association
Date: 2026

Foreword
Runze Li, Qi Man Shao, Aug 2025, In: Science China Mathematics
Date: Aug 2025

FIXED AND RANDOM COVARIANCE REGRESSION ANALYSES
Tao Zou, Wei Lan, Runze Li, Chih Ling Tsai, Aug 2025, In: Annals of Statistics
Date: Aug 2025

How Michaelis-Menten kinetics can represent ecosystem-scale respiration
Qin Zhang, Chuixiang Yi, Georgia Destouni, Georg Wohlfahrt, Yakov Kuzyakov, Runze Li, Eric Kutter, Deliang Chen, Max Rietkerk, Zhenkun Tian, George Hendrey, Wei Fang, Nir Krakauer, Jerker Jarsjo, Jianxu Han, Shiguo Xu, Apr 1 2025, In: Environmental Research Letters
Date: Apr 1 2025

Clinical progression of Parkinson's disease in the early 21st century
Mechelle M. Lewis, Richard B. Mailman, Xinyi Vivian Cheng, Guangwei Du, Lijun Zhang, Changcheng Li, Sol De Jesus, Samer D. Tabbal, Runze Li, Xuemei Huang, Jan 2025, In: Parkinsonism and Related Disorders
Date: Jan 2025

Tests for Large-Dimensional Shape Matrices via Tyler’s M Estimators
Runze Li, Weiming Li, Qinwen Wang, 2025, In: Journal of the American Statistical Association
Date: 2025

Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
Xin Yu, Zelin He, Ying Sun, Lingzhou Xue, Runze Li, 2025, In: Proceedings of Machine Learning Research
Date: 2025

A Novel Approach of High Dimensional Linear Hypothesis Testing Problem
Zhe Zhang, Xiufan Yu, Runze Li, 2025, In: Journal of the American Statistical Association
Date: 2025

Variable selection via nonconcave penalized likelihood and its oracle properties
Jianqing Fan, Runze Li, Dec 1 2001, In: Journal of the American Statistical Association
Citations: 7,324

One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li, Aug 2008, In: Annals of Statistics
Citations: 924

Feature screening via distance correlation learning
Runze Li, Wei Zhong, Liping Zhu, 2012, In: Journal of the American Statistical Association
Citations: 664

Tuning parameter selectors for the smoothly clipped absolute deviation method
Hansheng Wang, Runze Li, Chih Ling Tsai, 2007, In: Biometrika
Citations: 652

Variable selection for Cox's proportional hazards model and frailty model
Jianoing Fan, Runze Li, Feb 2002, In: Annals of Statistics
Citations: 495

Sensitivity and specificity of information criteria
John J. Dziak, Donna L. Coffman, Stephanie T. Lanza, Runze Li, Lars S. Jermiin, Mar 23 2020, In: Briefings in bioinformatics
Citations: 477

Model-free feature screening for ultrahigh-dimensional data
Li Ping Zhu, Lexin Li, Runze Li, Li Xing Zhu, Dec 2011, In: Journal of the American Statistical Association
Citations: 434

Design and modeling for computer experiments
Kai Tai Fang, Runze Li, Agus Sudjianto, Oct 14 2005, In:
Citations: 419

Efficient estimation and inferences for varying-coefficient models
Zongwu Cai, Jianqing Fan, Runze Li, Sep 1 2000, In: Journal of the American Statistical Association
Citations: 405

Variable selection using MM algorithms
David R. Hunter, Runze Li, Aug 2005, In: Annals of Statistics
Citations: 375

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