← All authors Hansheng Wang Shanghai University of Finance and Economics (from arXiv:2403.16773, 2024) · ORCID · OpenAlex
151 papers in scope · 149 published · 2 on the econ.EM arXiv · 6,159 citations · h-index 30 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Serena Ng Sokbae Lee Yuan Liao Myung Hwan Seo Youngki Shin Sung Jae Jun Ziyu Jiang Jungjun Choi Jushan Bai Xian Li Matteo Barigozzi Ming Yuan Markus Pelger Le-Yu Chen Richard A. Davis Tao Zou Xuan Liang Victor Chernozhukov Jean-Jacques Forneron Myung-Hyun Song Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (2 of 151)
A latent factor model for high-dimensional binary data
published 2025 · Journal of Multivariate Analysis · first circulated 2024
with Jiaxin Shi, Yuan Gao, Rui Pan
A latent space model for link prediction in statistical citation network
published 2025 · Journal of Multivariate Analysis
with Rui Pan, Yuan Gao
Doubly Smoothed Density Estimation with Application on Miners’ Unsafe Act Detection
published 2025 · Technometrics
with Qianhan Zeng, Miao Han, Ke Xu, Feifei Wang
High-Dimensional Spatial Autoregression with Latent Factors by Diversified Projections
published 2025 · Journal of the American Statistical Association · 1 citations
with Jiaxin Shi, Xuening Zhu, Jing Zhou, Baichen Yu
Spatial weights matrix selection and model averaging for multivariate spatial autoregressive models
published 2025 · Econometric Reviews · 2 citations
with Xin Miao, Fang Fang, Xuening Zhu
Academic literature recommendation in large-scale citation networks enhanced by large language models
published 2025 · Scientometrics · 5 citations
with Kun Liu, Yan Zhang, Rui Pan, Tianchen Gao
Privacy Protection and Statistical Efficiency Trade-Off for Federated Learning
published 2025 · INFORMS journal on computing · 1 citations
with Haobo Qi, Feifei Wang
Network embedding for bipartite networks with applications in interlocking directorates in Chinese companies
published 2025 · Computational Statistics
with Yan Zhang, Rui Pan, Feifei Wang, Kuangnan Fang
Testing sufficiency for transfer learning
published 2024 · Computational Statistics & Data Analysis · 1 citations · first circulated 2023
with Ziqian Lin, Yuan Gao, Feifei Wang
Penalized Sparse Covariance Regression with High Dimensional Covariates
published 2024 · Journal of Business and Economic Statistics · 4 citations
with Yuan Gao, Zhiyuan Zhang, Zhanrui Cai, Xuening Zhu, Tao Zou
Grid Point Approximation for Distributed Nonparametric Smoothing and Prediction
published 2024 · Journal of Computational and Graphical Statistics
A Latent Space Model for Weighted Keyword Co-Occurrence Networks with Applications in Knowledge Discovery in Statistics
published 2024 · Journal of Computational and Graphical Statistics · 7 citations
with Yan Zhang, Rui Pan, Xuening Zhu, Kuangnan Fang
Class-Distributed Learning for Multinomial Logistic Regression with High Dimensional Features and a Large Number of Classes
published 2024 · Journal of Computational and Graphical Statistics
Multimodal deep learning-based drought monitoring research for winter wheat during critical growth stages
published 2024 · PLoS ONE · 11 citations
with Jianbin Yao, Yushu Wu, Jianhua Liu
A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques
published 2024 · Statistical Theory and Related Fields · 21 citations
An attribute-based Node2Vec model for dynamic community detection on co-authorship network
published 2024 · Computational Statistics · 6 citations
with Tong Zhou, Rui Pan, Junfei Zhang
A semiparametric Gaussian mixture model for chest CT-based 3D blood vessel reconstruction
published 2024 · Biostatistics · 4 citations
with Qianhan Zeng, Jing Zhou, Ying Ji
working paper 2024 · arXiv
CluBear: a subsampling package for interactive statistical analysis with massive data on a single machine
published 2024 · Communications in Statistics - Simulation and Computation · first circulated 2023
with Ke Xu, Yingqiu Zhu, Yi-Jing Liu
Community detection in temporal citation network via a tensor-based approach
published 2024 · Statistics and Its Interface · 3 citations
with Tianchen Gao, Rui Pan, Junfei Zhang
A random projection method for large-scale community detection
published 2024 · Statistics and Its Interface · 2 citations
with Haobo Qi, Xuening Zhu
Improved Naive Bayes with mislabeled data
published 2024 · Statistics and Its Interface · 1 citations · first circulated 2023
with Qianhan Zeng, Yingqiu Zhu, Xuening Zhu, Feifei Wang, Weichen Zhao, Shuning Sun, Meng Su
Estimating extreme value index by subsampling for massive datasets with heavy-tailed distributions
published 2024 · Statistics and Its Interface · first circulated 2020
with Yongxin Li, Liujun Chen, Deyuan Li
A note about why deep learning is deep: A discontinuous approximation perspective
published 2024 · Stat
with Yong-Xin Li, Haobo Qi
Distributed estimation and inference for spatial autoregression model with large scale networks
published 2023 · Journal of Econometrics · 9 citations · first circulated 2022
with Yimeng Ren, Zhe Li, Xuening Zhu, Yuan Gao
Quasi-Newton updating for large-scale distributed learning
published 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 11 citations
Statistical Analysis of Fixed Mini-Batch Gradient Descent Estimator
published 2023 · Journal of Computational and Graphical Statistics · 16 citations
with Haobo Qi, Feifei Wang
Distributed Logistic Regression for Massive Data with Rare Events
published 2023 · Statistica Sinica · 2 citations
with Xuetong Li, Xuening Zhu
A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint
published 2023 · IEEE Transactions on Knowledge and Data Engineering · 5 citations · first circulated 2021
with Rui Pan, Yingqiu Zhu, Baishan Guo, Xuening Zhu
Optimal Subsampling Bootstrap for Massive Data
published 2023 · Journal of Business and Economic Statistics · 6 citations
Subnetwork estimation for spatial autoregressive models in large-scale networks
published 2023 · Electronic Journal of Statistics · 2 citations
Spatial dynamic panel models with missing data
published 2023 · Stat · 3 citations
An Asymptotic Analysis of Random Partition Based Minibatch Momentum Methods for Linear Regression Models
published 2022 · Journal of Computational and Graphical Statistics · 3 citations · first circulated 2021
Community detection in attributed collaboration network for statisticians
published 2022 · Stat · 13 citations
with Yan Zhang, Rui Pan, Haibo Su
A case study on the shareholder network effect of stock market data: An SARMA approach
published 2022 · Science China Mathematics · 3 citations
On the asymptotic properties of a bagging estimator with a massive dataset
published 2022 · Stat · 1 citations
with Yuan Gao, Riquan Zhang
Network Gradient Descent Algorithm for Decentralized Federated Learning
published 2022 · Journal of Business and Economic Statistics · 15 citations
A note on factor normalization for deep neural network models
published 2022 · Scientific Reports · 5 citations · first circulated 2021
with Haobo Qi, Jing Zhou
Asymptotic covariance estimation by Gaussian random perturbation
published 2022 · Computational Statistics & Data Analysis · 2 citations
Rejoinder on ‘A review of distributed statistical inference’
published 2022 · Statistical Theory and Related Fields
with Yuan Gao, Weidong Liu, Xiaozhou Wang, Yibo Yan, Riquan Zhang
Learning Human Activity Patterns Using Clustered Point Processes With Active and Inactive States
published 2022 · Journal of Business and Economic Statistics · 3 citations · first circulated 2018
with Jingfei Zhang, Biao Cai, Xuening Zhu, Ganggang Xu, Yongtao Guan
Link Prediction for Statistical Collaboration Networks Incorporating Institutes and Research Interests
published 2022 · IEEE Access · 12 citations
with Xizhuoran Song, Yan Zhang, Rui Pan
Link prediction via latent space logistic regression model
published 2022 · Statistics and Its Interface · 5 citations
with Rui Pan, Xiangyu Chang, Xuening Zhu
Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis With Limited Computational Resources
published 2021 · Statistica Sinica · 8 citations
Feature Screening for Massive Data Analysis by Subsampling
published 2021 · Journal of Business and Economic Statistics · 6 citations
A Note on Distributed Quantile Regression by Pilot Sampling and One-Step Updating
published 2021 · Journal of Business and Economic Statistics · 28 citations
A review of distributed statistical inference
published 2021 · Statistical Theory and Related Fields · 53 citations
with Yuan Gao, Weidong Liu, Xiaozhou Wang, Yibo Yan, Riquan Zhang
Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data
published 2021 · Computational Statistics & Data Analysis · 16 citations
Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation
published 2021 · Neural Networks · 10 citations · first circulated 2020
Sparse spatio-temporal autoregressions by profiling and bagging
published 2021 · Journal of Econometrics · 18 citations
with Yingying Ma, Shaojun Guo
working paper 2021 · arXiv · 1 citations
Dimension reduction for covariates in network data
published 2021 · Biometrika · 9 citations
Information diffusion with network structures
published 2020 · Statistics and Its Interface · 1 citations
with Xuening Zhu, Rui Pan, Yuxuan Zhang, Yu Chen, Wenquan Mi
Autoregressive Model With Spatial Dependence and Missing Data
published 2020 · Journal of Business and Economic Statistics · 10 citations
with Jing Zhou, Jin Liu, Feifei Wang
Two-mode network autoregressive model for large-scale networks
published 2020 · Journal of Econometrics · 25 citations
A spatial autoregression model with time-varying coefficients
published 2020 · Statistics and Its Interface · 6 citations
with Ke Xu, Luping Sun, Jin Liu, Xuening Zhu
A sequential naïve Bayes method for music genre classification based on transitional information from pitch and beat
published 2020 · Statistics and Its Interface
with Tunan Ren, Feifei Wang
Multivariate spatial autoregressive model for large scale social networks
published 2019 · Journal of Econometrics · 55 citations
Feature Screening for Network Autoregression Model
published 2019 · Statistica Sinica · 5 citations
Approximate least squares estimation for spatial autoregressive models with covariates
published 2019 · Computational Statistics & Data Analysis · 5 citations
Semiparametric model for covariance regression analysis
published 2019 · Computational Statistics & Data Analysis · 4 citations
with Jin Liu, Yingying Ma
Sequential Text-Term Selection in Vector Space Models
published 2019 · Journal of Business and Economic Statistics · 3 citations
with Feifei Wang, Jingyuan Liu
Network quantile autoregression
published 2019 · Journal of Econometrics · 86 citations · first circulated 2016
Dimension reduction for functional regression with a binary response
published 2019 · Statistical Papers · 4 citations
Estimating Promotion Effects Using Big Data: A Partially Profiled LASSO Model with Endogeneity Correction*
published 2019 · Decision Sciences · 7 citations · first circulated 2018
with Luping Sun, Xiaona Zheng, Ying Jin, Minghua Jiang
Portal nodes screening for large scale social networks
published 2019 · Journal of Econometrics · 28 citations
Least squares estimation of spatial autoregressive models for large-scale social networks
published 2019 · Electronic Journal of Statistics · 22 citations
A case study for Beijing point of interest data using group linked Cox process
published 2019 · Statistics and Its Interface · 1 citations
with Yu Chen, Rui Pan, Rong Guan
Photographic diary: a new estimation approach to PM 2.5 monitoring
published 2019 · Statistics and Its Interface · 1 citations
with Ke Xu, Jianqiao Wang, Rui Pan
Banded spatio-temporal autoregressions
published 2018 · Journal of Econometrics · 43 citations
Network GARCH Model
published 2018 · Statistica Sinica · 6 citations
with Jing Zhou, Dong Li, Rui Pan
Network Imputation for Spatial Autoregression Model with Incomplete Data
published 2018 · Statistica Sinica · 3 citations
with Zhimeng Sun
An empirical investigation of taxi driver response behavior to ride-hailing requests: A spatio-temporal perspective
published 2018 · PLoS ONE · 40 citations
with Ke Xu, Luping Sun, Jingchen Liu
Logistic Regression with Network Structure
published 2018 · Statistica Sinica · 6 citations
with Xu Zhang, Rui Pan, Guoyu Guan, Xuening Zhu
A Naive Least Squares Method for Spatial Autoregression with Covariates
published 2018 · Statistica Sinica · 15 citations
Recent high-resolution Antarctic ice velocity maps reveal increased mass loss in Wilkes Land, East Antarctica
published 2018 · Scientific Reports · 88 citations
with Qiang Shen, C. K. Shum, Liming Jiang, Hou Tse Hsu, Jinglong Dong
A note on estimating network dependence in a discrete choice model
published 2018 · Statistics and Its Interface · 1 citations · first circulated 2017
with Jing Zhou, Da Huang
A latent moving average model for network regression
published 2018 · Statistics and Its Interface
with Rui Pan, Rong Guan, Xuening Zhu
Network-based naive Bayes model for social network
published 2017 · Science China Mathematics · 5 citations
A Popularity Scaled Latent Space Model for Large-Scale Directed Social Network
published 2017 · Statistica Sinica · 7 citations
Maximum smoothed likelihood estimation for a class of semiparametric Pareto mixture densities
published 2017 · Statistics and Its Interface · 5 citations
with Mian Huang, Shaoli Wang, Jin Tian
Network linear discriminant analysis
published 2017 · Computational Statistics & Data Analysis · 24 citations
with Wei Cai, Guoyu Guan, Rui Pan, Xuening Zhu
Spatial autoregression with repeated measurements for social networks
published 2017 · Communication in Statistics-Theory and Methods · 5 citations
Network vector autoregression
published 2017 · The Annals of Statistics · 186 citations · first circulated 2016
RFMS Method for Credit Scoring Based on Bank Card Transaction Data
published 2017 · Statistica Sinica · 10 citations
Sequential Model Averaging for High Dimensional Linear Regression Models
published 2017 · Statistica Sinica · 7 citations
A dynamic logistic regression for network link prediction
published 2016 · Science China Mathematics · 13 citations
Testing a single regression coefficient in high dimensional linear models
published 2016 · Journal of Econometrics · 25 citations
Covariance Matrix Estimation via Network Structure
published 2016 · Journal of Business and Economic Statistics · 26 citations
Covariance Regression Analysis
published 2016 · Journal of the American Statistical Association · 102 citations · first circulated 2015
An EM algorithm for click fraud detection
published 2016 · Statistics and Its Interface · 3 citations · first circulated 2015
with Xuening Zhu, Da Huang, Rui Pan
A choice model with a diverging choice set for POI data analysis
published 2016 · Statistics and Its Interface · 1 citations · first circulated 2015
with Xiaoling Lu, Junlong Zhao, Yu Chen
Estimating Spatial Autocorrelation With Sampled Network Data
published 2015 · Journal of Business and Economic Statistics · 54 citations
A high dimensional two-sample test under a low dimensional factor structure
published 2015 · Journal of Multivariate Analysis · 22 citations
A Statistical Model for Social Network Labeling
published 2015 · Journal of Business and Economic Statistics · 14 citations
Asymptotics in undirected random graph models parameterized by the strengths of vertices
published 2015 · Statistica Sinica · 28 citations
with Ting Yan, Hong Qin
A note on testing conditional independence for social network analysis
published 2015 · Science China Mathematics · 2 citations
with Rui Pan
Ultrahigh-Dimensional Multiclass Linear Discriminant Analysis by Pairwise Sure Independence Screening
published 2015 · Journal of the American Statistical Association · 66 citations
Testing predictor significance with ultra high dimensional multivariate responses
published 2014 · Computational Statistics & Data Analysis · 3 citations
Sample Size Calculation for Comparing Proportions
published 2014 · Wiley StatsRef: Statistics Reference Online · 115 citations · first circulated 2005
with Shein-Chung Chow
Sample Size Calculation for Comparing Means
published 2014 · Wiley StatsRef: Statistics Reference Online · 6 citations · first circulated 2005
with Shein-Chung Chow
Sample Size Calculation for Comparing Time‐to‐Event Data
published 2014 · Wiley StatsRef: Statistics Reference Online · 4 citations · first circulated 2005
with Shein-Chung Chow
Sample Size Calculation for Comparing Variabilities
published 2014 · Wiley StatsRef: Statistics Reference Online · 2 citations · first circulated 2005
with Shein-Chung Chow
Testing the Diagonality of a Large Covariance Matrix in a Regression Setting
published 2014 · Journal of Business and Economic Statistics · 18 citations
Varying Naïve Bayes Models With Applications to Classification of Chinese Text Documents
published 2014 · Journal of Business and Economic Statistics · 9 citations
with Guoyu Guan, Jianhua Guo
Estimating Mixture of Gaussian Processes by Kernel Smoothing
published 2013 · Journal of Business and Economic Statistics · 22 citations
Feature Screening for Ultrahigh Dimensional Categorical Data With Applications
published 2013 · Journal of Business and Economic Statistics · 78 citations
High-dimensional influence measure
published 2013 · The Annals of Statistics · 29 citations
Testing covariates in high-dimensional regression
published 2013 · Annals of the Institute of Statistical Mathematics · 37 citations
A note on tail dependence regression
published 2013 · Journal of Multivariate Analysis · 9 citations
with Qingzhao Zhang, Deyuan Li
Multivariate regression shrinkage and selection by canonical correlation analysis
published 2013 · Computational Statistics & Data Analysis · 16 citations · first circulated 2012
with Baiguo An, Jianhua Guo
Testing the statistical significance of an ultra-high-dimensional naïve Bayes classifier
published 2013 · Statistics and Its Interface · 5 citations · first circulated 2012
with Baiguo An, Jianhua Guo
On a Principal Varying Coefficient Model
published 2012 · Journal of the American Statistical Association · 24 citations
Factor profiled sure independence screening
published 2012 · Biometrika · 70 citations
Regression Analysis of Asymmetric Pairs in Large-Scale Network Data
published 2011 · Communications in Statistics - Simulation and Computation
with Rui Pan, Chih-Ling Tsai
Profiled forward regression for ultrahigh dimensional variable screening in semiparametric partially linear models
published 2011 · Statistica Sinica · 16 citations
with Hua Liang, Chih-Ling Tsai
A Bayesian information criterion for portfolio selection
published 2011 · Computational Statistics & Data Analysis · 9 citations
On BIC’s selection consistency for discriminant analysis
published 2011 · Statistica Sinica · 14 citations · first circulated 2008
with Qiong Zhang
Sufficient Dimension Reduction for Spatial point Processes Directed by Gaussian Random Fields
published 2010 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 15 citations · first circulated 2009
with Yongtao Guan
On sparse estimation for semiparametric linear transformation models
published 2010 · Journal of Multivariate Analysis · 12 citations
with Hao Helen Zhang, Wenbin Lu
Forward Regression for Ultra-High Dimensional Variable Screening
published 2009 · Journal of the American Statistical Association · 375 citations
Contour projected dimension reduction
published 2009 · The Annals of Statistics · 2 citations
with Ronghua Luo, Chih-Ling Tsai
Tail Index Regression
published 2009 · Journal of the American Statistical Association · 96 citations
with Chih-Ling Tsai
Does a Bayesian approach generate robust forecasts? Evidence from applications in portfolio investment decisions
published 2009 · Annals of the Institute of Statistical Mathematics · 5 citations · first circulated 2008
with Chih-Ling Tsai, Ning Zhu
Shrinkage Estimation of the Varying Coefficient Model
published 2009 · Journal of the American Statistical Association · 254 citations · first circulated 2008
‘Model selection for generalized linear models with factor‐augmented predictors’
published 2009 · Applied Stochastic Models in Business and Industry
with Chih-Ling Tsai
On General Adaptive Sparse Principal Component Analysis
published 2009 · Journal of Computational and Graphical Statistics · 8 citations
Shrinkage Tuning Parameter Selection with a Diverging number of Parameters
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 448 citations
IMPROVING DIMENSION REDUCTION VIA CONTOUR-PROJECTION
published 2008 · Journal of International Crisis and Risk Communication Research · 10 citations
with Liqiang Ni, Chih-Ling Tsai
no link
Rank reducible varying coefficient model
published 2008 · Journal of Statistical Planning and Inference
Sliced Regression for Dimension Reduction
published 2008 · Journal of the American Statistical Association · 146 citations
A note on adaptive group lasso
published 2008 · Computational Statistics & Data Analysis · 350 citations
Estimating GARCH models: when to use what?
published 2008 · Econometrics Journal · 39 citations
A composite logistic regression approach for ordinal panel data regression
published 2008 · International Journal of Data Analysis Techniques and Strategies · 13 citations
with Ronghua Luo
Unified LASSO Estimation by Least Squares Approximation
published 2007 · Journal of the American Statistical Association · 357 citations
Tuning parameter selectors for the smoothly clipped absolute deviation method
published 2007 · Biometrika · 794 citations
Robust Regression Shrinkage and Consistent Variable Selection Through the LAD-Lasso
published 2007 · Journal of Business and Economic Statistics · 576 citations
Regression coefficient and autoregressive order shrinkage and selection via the lasso
published 2007 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 320 citations
A note on iterative marginal optimization: a simple algorithm for maximum rank correlation estimation
published 2006 · Computational Statistics & Data Analysis · 25 citations
A Bayesian Approach on Sample Size Calculation for Comparing Means
published 2005 · Journal of Biopharmaceutical Statistics · 22 citations
with Shein-Chung Chow, Murphy Chen
Sample Size Determination Based on Rank Tests in Clinical Trials
published 2003 · Journal of Biopharmaceutical Statistics · 25 citations
with Bin Chen, Shein-Chung Chow
In vitro bioequivalence testing
published 2002 · Statistics in Medicine · 23 citations
with Shein-Chung Chow, Jun Shao, Ying Zhang
A practical approach for comparing means of two groups without equal variance assumption
published 2002 · Statistics in Medicine · 21 citations
with Shein-Chung Chow
Sample Correlation Coefficients Based on Survey Data Under Regression Imputation
published 2002 · Journal of the American Statistical Association · 43 citations
with Jun Shao
Individual bioequivalence testing under 2×3 designs
published 2002 · Statistics in Medicine · 33 citations
with Shein-Chung Chow, Jun Shao
ON SAMPLE SIZE CALCULATION BASED ON ODDS RATIO IN CLINICAL TRIALS
published 2002 · Journal of Biopharmaceutical Statistics · 42 citations
with Shein-Chung Chow, Gang Li
A NOTE ON SAMPLE SIZE CALCULATION FOR MEAN COMPARISONS BASED ON NONCENTRAL t -STATISTICS
published 2002 · Journal of Biopharmaceutical Statistics · 59 citations
with Shein-Chung Chow, Jun Shao
TESTS FOR INTER-SUBJECT AND TOTAL VARIABILITIES UNDER CROSSOVER DESIGNS
published 2002 · Journal of Biopharmaceutical Statistics · 12 citations
with Yonghee Lee, Jun Shao, Shein-Chung Chow
ON STATISTICAL POWER FOR AVERAGE BIOEQUIVALENCE TESTING UNDER REPLICATED CROSSOVER DESIGNS
published 2002 · Journal of Biopharmaceutical Statistics · 16 citations
with Shein-Chung Chow
Probability lower bounds for USP/NF tests
published 2002 · Journal of Biopharmaceutical Statistics · 6 citations
with Shein-Chung Chow, Jun Shao
On Sample Size Calculation in Bioequivalence Trials
published 2001 · Journal of Pharmacokinetics and Pharmacodynamics · 122 citations
with Shein-Chung Chow
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