Concepedia

Heng Peng

HP

Statistics

Publications

36

Citations

3K

H-Index

20

Active since

2004

Affiliations

Hong Kong Baptist University(Current)

Beijing University of Technology

Hong Kong University of Science and Technology

Toronto Metropolitan University

Shenzhen University

Heng Peng is an author at Hong Kong Baptist University specializing in biostatistics, statistical modeling, and business.

Publications per year

2004–2025

36

Publications

36

Nonconcave penalized likelihood with a diverging number of parameters

Jianqing Fan, Heng Peng · The Annals of Statistics · 2004 · 1K citations · Full text

Natural Sciences, Biostatistics, Econometrics +16

Robust rank correlation based screening

Gaorong Li, Heng Peng, Jun Zhang · The Annals of Statistics · 2012 · 317 citations · Full text

Business, Biostatistics, Data Analytics +16

On Sliced Inverse Regression With High-Dimensional Covariates

Lixing Zhu, Heng Peng · Journal of the American Statistical Association · 2006 · 247 citations

Business, Biostatistics, Bayesian Data Analysis +16

Model selection in linear mixed effect models

Heng Peng, Ying Lü · Journal of Multivariate Analysis · 2012 · 141 citations

Public Health, Biostatistics, Epidemiologic Methods +11

Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics

Xianghong Hu, Jia Zhao, Zhixiang Lin et al. · Proceedings of the National Academy of Sciences · 2022 · 125 citations · Full text

Life Sciences, Biostatistics, Genetics +13

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