Hansheng Wang

发表

Subgroup Analysis via Recursive Partitioning

Xiaogang Su, Chih-Ling Tsai, Hansheng Wang, 2009 .

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

Hansheng Wang, Guodong Li, Guohua Jiang, 2007 .

Asymptotics in Undirected Random Graph Models Parameterized by the Strengths of Vertices

T. Yan, H. Qin, Hansheng Wang, 2015 .

Regression coefficient and autoregressive order shrinkage and selection via the lasso

Chih-Ling Tsai, Hansheng Wang, Guodong Li, 2007 .

Banded spatio-temporal autoregressions

Hansheng Wang, Zhaoxing Gao, Yingying Ma, 2018, Journal of Econometrics.

Tuning parameter selectors for the smoothly clipped absolute deviation method.

Runze Li, Chih-Ling Tsai, Hansheng Wang, 2007, Biometrika.

Shrinkage tuning parameter selection with a diverging number of parameters

Chenlei Leng, Bo Li, Hansheng Wang, 2008 .

Forward Regression for Ultra-High Dimensional Variable Screening

Hansheng Wang, 2009 .

Unified LASSO Estimation by Least Squares Approximation

Chenlei Leng, Hansheng Wang, 2007 .

Estimation for a Class of Semiparametric Pareto Mixture Densities

Hansheng Wang, Shaoli Wang, Mian Huang, 2020, Sankhya A.

Testing a Single Regression Coefficient in High Dimensional Regression Model

Runze Li, Chih-Ling Tsai, Hansheng Wang, 2016, Journal of econometrics.

Covariance Regression Analysis

Chih-Ling Tsai, Hansheng Wang, Wei Lan, 2015 .

Estimating Mixture of Gaussian Processes by Kernel Smoothing

Runze Li, W. Yao, Hansheng Wang, 2013, Journal of business & economic statistics : a publication of the American Statistical Association.

Logistic Regression with Network Structure

Hansheng Wang, Xu Zhang, Rui Pan, 2020 .

Statistica Sinica Preprint No : SS-2017-0281 Title Logistic Regression with Network Structure

Hansheng Wang, Xu Zhang, Rui Pan, 2018 .

Varying Naive Bayes Models with Applications to Classification of Chinese Text Documents

Jianhua Guo, Hansheng Wang, Guoyu Guan, 2015 .

Network Quantile Autoregression

Wolfgang Karl Härdle, Weining Wang, Xuening Zhu, 2016, Journal of Econometrics.

Testing Predictor Significance with Ultra High Dimensional Multivariate Responses

Hansheng Wang, Yingying Ma, Wei Lan, 2014, Comput. Stat. Data Anal..

Network-based naive Bayes model for social network

Hansheng Wang, Guoyu Guan, Danyang Huang, 2017, Science China Mathematics.

On a Principal Varying Coefficient Model

Yingcun Xia, Hansheng Wang, Guohua Jiang, 2012 .

Sequential Model Averaging for High Dimensional Linear Regression Models

Chih-Ling Tsai, Hansheng Wang, Yingying Ma, 2017 .

RFMS Method for Credit Scoring Based on Bank Card Transaction Data

Hansheng Wang, Danyang Huang, Jing Zhou, 2018 .

Contour Projected Dimension Reduction

Chih-Ling Tsai, Hansheng Wang, Chih-Ling Tsai, 2008, 0911.3481.

Network Quantile Autoregression

Hansheng Wang, Weining Wang, Xuening Zhu, 2018 .

Dimension reduction for functional regression with a binary response

Hansheng Wang, Guochang Wang, Baoxue Zhang, 2019, Statistical Papers.

A spatial autoregression model with time-varying coefficients

Hansheng Wang, Luping Sun, Jin Liu, 2020 .

Semiparametric model for covariance regression analysis

Yingying Ma, Jin Liu, Hansheng Wang, 2020, Comput. Stat. Data Anal..

Statistica Sinica Preprint No : SS-2017-0135 Title A Naive Least Squares Method for Spatial Autoregression with Covariates

Hansheng Wang, Yingying Ma, Tao Zou, 2018 .

A note on testing conditional independence for social network analysis

Hansheng Wang, Rui Pan, 2015, Science China Mathematics.

Multivariate spatial autoregressive model for large scale social networks

Hansheng Wang, Rui Pan, Xuening Zhu, 2020 .

Network Gradient Descent Algorithm for Decentralized Federated Learning

Hansheng Wang, Danyang Huang, Shuyuan Wu, 2022, Journal of Business & Economic Statistics.

Estimating Extreme Value Index by Subsampling for Massive Datasets with Heavy-Tailed Distributions

Hansheng Wang, Deyuan Li, Yongxin Li, 2020, 2007.02037.

A case study for Beijing point of interest data using group linked Cox process

Hansheng Wang, Rong Guan, Rui Pan, 2019, Statistics and Its Interface.

Network GARCH Model

Hansheng Wang, Dong Li, Rui Pan, 2020 .

Network Imputation for Spatial Autoregression Model with Incomplete Data

Hansheng Wang, Zhimeng Sun, 2020 .

Least squares estimation of spatial autoregressive models for large-scale social networks

Hansheng Wang, Wei Lan, Danyang Huang, 2019, Electronic Journal of Statistics.

Estimating Extreme Value Index by Subsampling for Massive Datasets with Heavy-Tailed Distributions

Hansheng Wang, Deyuan Li, Yongxin Li, 2020, 2007.02037.

A Note on Estimating Network Dependence in a Discrete Choice Model

Hansheng Wang, Da Huang, Jing Zhou, 2017 .

An Asymptotic Analysis of Random Partition Based Minibatch Momentum Methods for Linear Regression Models

Hansheng Wang, Riquan Zhang, Xuening Zhu, 2021, Journal of Computational and Graphical Statistics.

A Note on Distributed Quantile Regression by Pilot Sampling and One-Step Updating

Hansheng Wang, Feng Li, Rui Pan, 2021, Journal of Business & Economic Statistics.

Computational Statistics and Data Analysis a Note on Adaptive Group Lasso

Hansheng Wang, Chenlei Leng, Chenlei Leng, 2022 .

A Choice Model with a Diverging Choice Set for POI Data Analysis

Yu Chen, Junlong Zhao, Xiaoling Lu, 2015 .

Profiled Forward Regression for Ultrahigh Dimensional Variable Screening in Semiparametric Partially Linear Models

Hua Liang, Chih-Ling Tsai, Hansheng Wang, 2011 .

Testing the Statistical Significance of an Ultra-High-Dimensional Naive Bayes Classifier

Jianhua Guo, Hansheng Wang, Baiguo An, 2012 .

Subgroup Analysis via Recursive Partitioning

Hansheng Wang, Chih-Ling Tsai, Xiaogang Su, 2009, J. Mach. Learn. Res..

On Sparse Estimation for Semiparametric Linear Transformation Models

Hansheng Wang, Wenbin Lu, Hao Helen Zhang, 2010, J. Multivar. Anal..

Factor profiled sure independence screening

Hansheng Wang, Hansheng Wang, 2012 .

Network Vector Autoregression

Yuewen Liu, Rui Pan, Xuening Zhu, 2016, SSRN Electronic Journal.

Shrinkage Estimation of the Varying Coefficient Model

Yingcun Xia, Hansheng Wang, Y. Xia, 2008 .

Tail Index Regression

Chih-Ling Tsai, Hansheng Wang, 2009 .

Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data

Hansheng Wang, Danyang Huang, Haobo Qi, 2021, Comput. Stat. Data Anal..

Testing covariates in high-dimensional regression

Chih-Ling Tsai, Hansheng Wang, Wei Lan, 2014 .

Testing covariates in high-dimensional regression

Chih-Ling Tsai, Hansheng Wang, Wei Lan, 2013, Annals of the Institute of Statistical Mathematics.

High Dimensional Influence Measure

Chenlei Leng, Junlong Zhao, Lexin Li, 2013, 1311.6636.

Testing a Single Regression Coefficient in High Dimensional Regression Model

Runze Li, Chih-Ling Tsai, Hansheng Wang, 2016 .

Testing the Diagonality of a Large Covariance Matrix in a Regression Setting

Chih-Ling Tsai, Hansheng Wang, Wei Lan, 2014 .

Two-mode network autoregressive model for large-scale networks

Xuening Zhu, Danyang Huang, Hansheng Wang, 2020 .

Approximate least squares estimation for spatial autoregressive models with covariates

Yingying Ma, Wei Lan, Hansheng Wang, 2020, Comput. Stat. Data Anal..

TWO-WAY CONTINGENCY TABLES WITH MARGINALLY AND CONDITIONALLY IMPUTED NONRESPONDENTS

Hansheng Wang, 2006 .

Ultrahigh-Dimensional Multiclass Linear Discriminant Analysis by Pairwise Sure Independence Screening

Runze Li, Rui Pan, Hansheng Wang, 2016, Journal of the American Statistical Association.

Selection of Best Keywords: A Poisson Regression Model

Rui Pan, Hansheng Wang, Ji Li, 2010 .

Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis With Limited Computational Resources

Hansheng Wang, Xuening Zhu, Shuyuan Wu, 2023, Statistica Sinica.

A composite logistic regression approach for ordinal panel data regression

Hansheng Wang, Ronghua Luo, Hansheng Wang, 2008, Int. J. Data Anal. Tech. Strateg..

Dimension reduction for covariates in network data

Chenlei Leng, Junlong Zhao, Hansheng Wang, 2021, Biometrika.

Estimating GARCH Models: When to Use What?

Hansheng Wang, Qiwei Yao, Hansheng Wang, 2008 .

Estimating Mixture of Gaussian Processes by Kernel Smoothing

Hansheng Wang, Runze Li, Weixin Yao, 2013, Journal of business & economic statistics : a publication of the American Statistical Association.

RFMS Method for Credit Scoring Based on Bank Card Transaction Data

Hansheng Wang, Danyang Huang, Jing Zhou, 2018 .

Confidence Intervals Based on Survey Data with Nearest Neighbor Imputation

Hansheng Wang, Hansheng Wang, Shao Jun, 2008 .

Covariance Matrix Estimation via Network Structure

Chih-Ling Tsai, Hansheng Wang, Z. Fang, 2016 .

A Bayesian Information Criterion for Portfolio Selection

Hansheng Wang, Wei Lan, Chih-Ling Tsai, 2011, Comput. Stat. Data Anal..

A Statistical Model for Social Network Labeling

Tao Shi, Hansheng Wang, Jun Yin, 2015 .

Xiangyu Chang, Hansheng Wang, Danyang Huang, 2019, Statistica Sinica.

An empirical investigation of taxi driver response behavior to ride-hailing requests: A spatio-temporal perspective

Luping Sun, Hansheng Wang, Luping Sun, 2018, PloS one.

A review of distributed statistical inference

Weidong Liu, Hansheng Wang, Riquan Zhang, 2021, Statistical Theory and Related Fields.

Sample Correlation Coefficients Based on Survey Data Under Regression Imputation

Hansheng Wang, Jun Shao, J. Shao, 2002 .

Rejoinder on ‘A review of distributed statistical inference’

Weidong Liu, Hansheng Wang, Riquan Zhang, 2022, Statistical Theory and Related Fields.

Least-Square Approximation for a Distributed System

Hansheng Wang, Feng Li, Xuening Zhu, 2019, J. Comput. Graph. Stat..

Sparse spatio-temporal autoregressions by profiling and bagging

Hansheng Wang, Shaojun Guo, Yingying Ma, 2021 .

Estimating Spatial Autocorrelation With Sampled Network Data

Hansheng Wang, Yuxin Chen, Jing Zhou, 2015 .

Does a Bayesian approach generate robust forecasts? Evidence from applications in portfolio investment decisions

Chih-Ling Tsai, Hansheng Wang, Ning Zhu, 2008 .

Feature Screening for Ultrahigh Dimensional Categorical Data With Applications

Runze Li, Danyang Huang, Hansheng Wang, 2013, Journal of business & economic statistics : a publication of the American Statistical Association.

Network linear discriminant analysis

Wei Cai, Hansheng Wang, Rui Pan, 2018, Comput. Stat. Data Anal..

Nonparametric Covariance Model

Hansheng Wang, Runze Li, Zhi Geng, 2008, Statistica Sinica.

On Mixture Regression Shrinkage and Selection Via the MR-Lasso

Chih-Ling Tsai, Hansheng Wang, Ronghua Luo, 2008 .

Spatial autoregression with repeated measurements for social networks

Xiangyu Chang, Hansheng Wang, Danyang Huang, 2018 .

Portal Nodes Screening for Large Scale Social Networks.

Runze Li, Xiangyu Chang, Xuening Zhu, 2019, Journal of econometrics.

A note on iterative marginal optimization: a simple algorithm for maximum rank correlation estimation

Hansheng Wang, Hansheng Wang, 2007, Comput. Stat. Data Anal..

A High Dimensional Two-Sample Test Under a Low Dimensional Factor Structure

Hansheng Wang, Wei Lan, Yingying Ma, 2015, J. Multivar. Anal..

A dynamic logistic regression for network link prediction

Hansheng Wang, Danyang Huang, Jing Zhou, 2016, Science China Mathematics.

Sequential Text-Term Selection in Vector Space Models

Feifei Wang, Jingyuan Liu, Hansheng Wang, 2021, Journal of Business & Economic Statistics.

Varying Naïve Bayes Models With Applications to Classification of Chinese Text Documents

Jianhua Guo, Hansheng Wang, Guoyu Guan, 2014 .

Feature Screening for Network Autoregression Model.

Runze Li, Xuening Zhu, Danyang Huang, 2021, Statistica Sinica.

On General Adaptive Sparse Principal Component Analysis

Hansheng Wang, Chenlei Leng, Chenlei Leng, 2008 .

Efficient Estimation for Generalized Linear Models on a Distributed System with Nonrandomly Distributed Data

Yingqiu Zhu, Danyang Huang, Hansheng Wang, 2020, 2004.02414.

A Latent Moving Average Model for Network Regression

Hansheng Wang, Rong Guan, Rui Pan, 2018 .

Multivariate Regression Shrinkage and Selection by Canonical Correlation Analysis

Jianhua Guo, Hansheng Wang, Baiguo An, 2012, Comput. Stat. Data Anal..

Science Drive 2 Singapore 117546 Republic of Singapore TECHNICAL REPORT NO . 2 / 2006 July 10 , 2006 On Adaptive Sparse Principal Component Analysis

Chenlei Leng, Hansheng Wang, 2022 .

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

Hansheng Wang, Guodong Li, Guohua Jiang, 2008 .

Feature Screening for Massive Data Analysis by Subsampling

Rui Pan, Xuening Zhu, Hansheng Wang, 2021, Journal of business & economic statistics.

Network Imputation for a Spatial Autoregression Model with Incomplete Data

Hansheng Wang, Zhimeng Sun, Hansheng Wang, 2018 .

Learning Human Activity Patterns Using Clustered Point Processes With Active and Inactive States

Xuening Zhu, Ganggang Xu, Biao Cai, 2018, Journal of Business & Economic Statistics.

On BIC's Selection Consistency for Discriminant Analysis

Hansheng Wang, Hansheng Wang, Qiong Zhang, 2008 .

Autoregressive Model With Spatial Dependence and Missing Data

Hansheng Wang, Jin Liu, Jing Zhou, 2020, Journal of Business & Economic Statistics.

A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint

Rui Pan, Xuening Zhu, Hansheng Wang, 2021, IEEE Transactions on Knowledge and Data Engineering.