Heng Peng - Concepedia

Author

Heng Peng

Hong Kong Baptist University ORCID

Also Known As

H. Peng, HENG PENG, Heng Peng, Peng, Heng

109

Publications

Citations

H-Index

Concepts

All Affiliations

Hong Kong Baptist University Beijing University of Technology Hong Kong University of Science and Technology Shenzhen University Guangzhou University

About

Heng Peng is an author at Hong Kong Baptist University specializing in statistics, statistical inference, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	13	1K
2	Public Health	5	5	571
3	Medicine	4	4	188
4	Business	3	3	341
5	Management	1	1	19

Heng Peng

Publications

2.9K

Citations

H-Index

Page 1

	Year	Citations
Nonconcave penalized likelihood with a diverging number of parameters Jianqing Fan, Heng Peng The Annals of Statistics	2004	1K
Robust rank correlation based screening Gaorong Li, Heng Peng, Jun Zhang The Annals of Statistics Rank CorrelationEngineeringHigh-dimensional MethodRobust StatisticPattern Recognition	2012	314
On Sliced Inverse Regression With High-Dimensional Covariates Lixing Zhu, Miao Bai-qi, Heng Peng Journal of the American Statistical Association Mathematical ProgrammingCdr SpaceEngineeringHigh-dimensional MethodData Science	2006	244
Model selection in linear mixed effect models Heng Peng, Ying Lü Journal of Multivariate Analysis Optimal Experimental DesignStatistical InferenceModel ComparisonStatisticsModel Analysis	2012	138
Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics Xianghong Hu, Jia Zhao, Zhixiang Lin, Proceedings of the National Academy of Sciences Causal Inference AccountingGeneticsGenomicsCausal InferenceGenome-wide Association Studies	2022	113
Model Selection for Gaussian Mixture Models Tao Huang, Heng Peng, Kun Zhang Statistica Sinica Em AlgorithmMixture DistributionMixture ModelsMixture AnalysisStatistical Inference	2017	111
NONCONCAVE PENALIZED M-ESTIMATION WITH A DIVERGING NUMBER OF PARAMETERS Gaorong Li, Heng Peng, Lixing Zhu HKBU Institutional Repository (Hong Kong Baptist University) Mathematical ProgrammingParameter EstimationRobust Rank SisEngineeringHigh-dimensional Method	2011	100
Penalized least squares for single index models Heng Peng, Tao Huang Journal of Statistical Planning and Inference Mathematical ProgrammingEngineeringHigh-dimensional MethodSemi-nonparametric EstimationStatistical Inference	2010	93
Nonparametric Transition-Based Tests for Jump Diffusions Yacine Aı̈t-Sahalia, Jianqing Fan, Heng Peng Journal of the American Statistical Association Proposed Test StatisticsEngineeringStochastic ProcessesDiffusion ProcessStochastic Calculus	2009	91
Semilinear High-Dimensional Model for Normalization of Microarray Data Jianqing Fan, Heng Peng, Tao Huang Journal of the American Statistical Association EngineeringNonparametric ComponentGene Expression ProfilingData ScienceParametric Component	2005	74

Page 1