Concepedia

Hansheng Wang

HW

88

Publications

6.2K

Citations

33

H-Index

1985

Active since

Affiliations

Peking University(Current)

Renmin University of China

Central University of Finance and Economics

University of California, Davis

Huntsworth Health (United States)

Hansheng Wang is an author at Peking University specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceNetwork ScienceNetwork AnalysisBusinessEstimation TheoryBiostatisticsFunctional Data Analysis

Publications per year

1985–2025

88

Publications

88

Tuning parameter selectors for the smoothly clipped absolute deviation method

Hansheng Wang, Runze Li, C.-L. Tsai · Biometrika · 2007 · 775 citations · Full text

Numerical Analysis, Parameter Estimation, Engineering +19

Robust Regression Shrinkage and Consistent Variable Selection Through the LAD-Lasso

Hansheng Wang, Guodong Li, Guohua Jiang · Journal of Business and Economic Statistics · 2007 · 568 citations

Engineering, Machine Learning, Data Science +13

Shrinkage Tuning Parameter Selection with a Diverging number of Parameters

Hansheng Wang, Bo Li, Chenlei Leng · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 439 citations · Full text

Parameter Estimation, Engineering, Machine Learning +20

Forward Regression for Ultra-High Dimensional Variable Screening

Hansheng Wang · Journal of the American Statistical Association · 2009 · 365 citations

Engineering, Sure Independence Screening, Data Science +13

Unified LASSO Estimation by Least Squares Approximation

Hansheng Wang, Chenlei Leng · Journal of the American Statistical Association · 2007 · 346 citations

Sparse Representation, Engineering, High-dimensional Method +11

Rows per page

1–5 of 88