Runze Li

Runze Li

Penn State University

H-index: 60

North America-United States

About Runze Li

Runze Li, With an exceptional h-index of 60 and a recent h-index of 47 (since 2020), a distinguished researcher at Penn State University, specializes in the field of Statistics, Substance Use Research.

His recent articles reflect a diverse array of research interests and contributions to the field:

Model-Free Statistical Inference on High-Dimensional Data

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression

Estimations and Tests for Generalized Mediation Models with High-Dimensional Potential Mediators

Reducing multivariate independence testing to two bivariate means comparisons

Nearly dimension-independent sparse linear bandit over small action spaces via best subset selection

Generalized Varying Coefficient Mediation Models

Runze Li Information

University

Position

___

Citations(all)

29677

Citations(since 2020)

13415

Cited By

21891

hIndex(all)

60

hIndex(since 2020)

47

i10Index(all)

170

i10Index(since 2020)

135

Email

University Profile Page

Penn State University

Google Scholar

View Google Scholar Profile

Runze Li Skills & Research Interests

Statistics

Substance Use Research

Top articles of Runze Li

Title

Journal

Author(s)

Publication Date

Model-Free Statistical Inference on High-Dimensional Data

Journal of the American Statistical Association

Xu Guo

Runze Li

Zhe Zhang

Changliang Zou

2024/1/25

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

arXiv preprint arXiv:2404.01153

Zelin He

Ying Sun

Jingyuan Liu

Runze Li

2024

Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

Journal of Econometrics

Xu Guo

Runze Li

Jingyuan Liu

Mudong Zeng

2024/1/9

AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression

arXiv preprint arXiv:2403.13565

Zelin He

Ying Sun

Jingyuan Liu

Runze Li

2024/3/20

Estimations and Tests for Generalized Mediation Models with High-Dimensional Potential Mediators

Journal of Business & Economic Statistics

Xu Guo

Runze Li

Jingyuan Liu

Mudong Zeng

2024/1/2

Reducing multivariate independence testing to two bivariate means comparisons

arXiv preprint arXiv:2402.16053

Kai Xu

Yeqing Zhou

Liping Zhu

Runze Li

2024/2/25

Nearly dimension-independent sparse linear bandit over small action spaces via best subset selection

Journal of the American Statistical Association

Yi Chen

Yining Wang

Ethan X Fang

Zhaoran Wang

Runze Li

2022

Generalized Varying Coefficient Mediation Models

Communications in Mathematics and Statistics

Jingyuan Liu

Yujie Liao

Runze Li

2024/2/20

Projection test for mean vector in high dimensions

Journal of the American Statistical Association

Wanjun Liu

Xiufan Yu

Wei Zhong

Runze Li

2024/1/2

Rank-based indices for testing independence between two high-dimensional vectors

The Annals of Statistics

Yeqing Zhou

Kai Xu

Liping Zhu

Runze Li

2024/2

Probabilistic HIV recency classification—a logistic regression without labeled individual level training data

The Annals of Applied Statistics

Ben Sheng

Changcheng Li

Le Bao

Runze Li

2023/3

Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization

arXiv preprint arXiv:2304.13761

Shijie Cui

Agus Sudjianto

Aijun Zhang

Runze Li

2023/4/26

Dependence motives and use contexts that predicted smoking cessation and vaping cessation: A two-year longitudinal study with 13 waves

Drug and alcohol dependence

Joon Kyung Nam

Megan E Piper

Zhaoxue Tong

Runze Li

James J Yang

...

2023/9/1

Functional-Coefficient Quantile Regression for Panel Data with Latent Group Structure

Journal of Business & Economic Statistics

Xiaorong Yang

Jia Chen

Degui Li

Runze Li

2023/12/14

Subtypes of dual users of combustible and electronic cigarettes: longitudinal changes in product use and dependence symptomatology

Nicotine and Tobacco Research

Anne Buu

Zhaoxue Tong

Zhanrui Cai

Runze Li

James J Yang

...

2023/3/1

Detection and estimation of structural breaks in high-dimensional functional time series

arXiv preprint arXiv:2304.07003

Degui Li

Runze Li

Han Lin Shang

2023/4/14

Regularized linear programming discriminant rule with folded concave penalty for ultrahigh-dimensional data

Journal of Computational and Graphical Statistics

Changcheng Li

Runze Li

Jiawei Wen

Songshan Yang

Xiang Zhan

2023/7/3

Package ‘semidist’

Wei Zhong

Zhuoxi Li

Wenwen Guo

Hengjian Cui

Runze Li

...

2023/11/19

Variable Selection for High-Dimensional Nodal Attributes in Social Networks with Degree Heterogeneity

Journal of the American Statistical Association

Jia Wang

Xizhen Cai

Xiaoyue Niu

Runze Li

2023/4/13

Testing the effects of high-dimensional covariates via aggregating cumulative covariances

Journal of the American Statistical Association

Runze Li

Kai Xu

Yeqing Zhou

Liping Zhu

2023/7/3

See List of Professors in Runze Li University(Penn State University)

Co-Authors

H-index: 78
Hongtu Zhu

Hongtu Zhu

University of North Carolina at Chapel Hill

H-index: 61
Stephanie T. Lanza

Stephanie T. Lanza

Penn State University

H-index: 58
Megan Piper

Megan Piper

University of Wisconsin-Madison

H-index: 48
Lixing Zhu

Lixing Zhu

Hong Kong Baptist University

H-index: 45
Hui Zou

Hui Zou

University of Minnesota-Twin Cities

H-index: 45
chih-ling tsai

chih-ling tsai

University of California, Davis

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