← All authors Yuhong Yang University of Minnesota (from arXiv:2107.06089, 2021) · ORCID · OpenAlex
94 papers in scope · 93 published · 2 on the econ.EM arXiv · 5,626 citations · h-index 29 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Wenchao Xu Piersilvio De Bortoli Davide Ferrari Jie Ding Vahid Tarokh Xinyu Zhang Francesco Ravazzolo Luca Rossini Simone Giannerini Greta Goracci Howell Tong Francesco Angelini Massimiliano Castellani Kung-Sik Chan Denis Chetverikov Xiaomeng Zhang Angelica Gianfreda Lu Zhang Andrea Viselli Claudia Foroni 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 94)
Smart manufacturing and firm innovation: evidence from China
published 2026 · Applied Economics
with Zhidong Tan, Fei Li, Xujia Zong, Haoxiang Wen
Network Model Averaging Prediction for Latent Space Models by K-fold Edge Cross-Validation
published 2026 · Statistica Sinica
with Yan Zhang, Jun Liao, Xinyan Fan, Kuangnan Fang
Do Soaring Urban Housing Prices Constrain Private Sector Employment Growth in China?
published 2026 · Emerging Markets Finance and Trade
with Haiyi Zhao
Model privacy: a unified framework for understanding model stealing attacks and defences
published 2026 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
with Ganghua Wang, Jie Ding
Minimax rates of convergence for nonparametric location-Scale models
published 2026 · Journal of Econometrics · 1 citations · first circulated 2023
with Bingxin Zhao
Minimax Rates of Convergence for Nonparametric Regression Under Adversarial Attacks
published 2025 · Statistica Sinica · first circulated 2024
with Jingfu Peng
Combining variable screening methods for model averaging in high-dimensional data analysis
published 2025 · Annals of the Institute of Statistical Mathematics
with Zhihao Zhao, Li Wen
AVERAGING ESTIMATORS OF HETEROGENEOUS TREATMENT EFFECTS UNDER ADDITIVE MODELS
published 2025 · Econometric Theory · 1 citations
Additive-Effect Assisted Learning
published 2025 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · first circulated 2024
Golden Ratio-Based Sufficient Dimension Reduction
published 2025 · IEEE Transactions on Information Theory · first circulated 2024
with Wenjing Yang
On Optimality of Mallows Model Averaging
published 2024 · Journal of the American Statistical Association · 3 citations · first circulated 2023
with Jingfu Peng, Yang Li
Optimal Model Averaging for Imbalanced Classification
published 2024 · Statistica Sinica
with Ze Chen, Jun Liao, Wangli Xu
Study on the Measurement of the Level of Development of the Digital Economy and the Structure of Spatial Networks
published 2024 · Journal of innovation and development · 1 citations
with Aiyin Wang, Chenchen Liu, Chu Chu
Spillover effects between internet financial industry and traditional financial industry: Evidence from the Chinese stock market
published 2023 · Pacific-Basin Finance Journal · 16 citations
with Yingfei Zheng, Anran Shen, Ruihai Li, Shengjin Wang, Lee-Young Cheng
Information criteria for model selection
published 2023 · Wiley Interdisciplinary Reviews Computational Statistics · 109 citations
Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models
published 2023 · Journal of Computational and Graphical Statistics · 5 citations · first circulated 2022
with Ze Chen, Jun Liao, Wangli Xu
Model averaging for semiparametric varying coefficient quantile regression models
published 2022 · Annals of the Institute of Statistical Mathematics · 4 citations
with Zishu Zhan, Yang Li, Cunjie Lin
Targeted cross-validation
published 2022 · Bernoulli · 3 citations · first circulated 2021
Optimal Integrating Learning for Split Questionnaire Design Type Data
published 2022 · Journal of Computational and Graphical Statistics · 3 citations · first circulated 2021
Combining Predictions of Auto Insurance Claims
published 2022 · Econometrics · 9 citations · first circulated 2018
with Chenglong Ye, Lin Zhang, Mingxuan Han, Yanjia Yu, Bingxin Zhao
Regression with Set-Valued Categorical Predictors
published 2022 · Statistica Sinica · 1 citations
Parallel Assisted Learning
published 2022 · IEEE Transactions on Signal Processing · 3 citations
Profile electoral college cross-validation
published 2021 · Information Sciences · 9 citations
with Zishu Zhan
The One Standard Error Rule for Model Selection: Does It Work?
published 2021 · Stats · 42 citations
with Yu-Chen Chen
Robust group variable screening based on maximum Lq‐likelihood estimation
published 2021 · Statistics in Medicine · 4 citations
Is a Classification Procedure Good Enough?—A Goodness-of-Fit Assessment Tool for Classification Learning
published 2021 · Journal of the American Statistical Association · 9 citations
working paper 2021 · arXiv
Combining forecasts for universally optimal performance
published 2021 · International Journal of Forecasting · 18 citations
with Wei Qian, Craig A. Rolling, Gang Cheng
To update or not to update? Delayed nonparametric bandits with randomized allocation
published 2021 · Stat · first circulated 2020
with Sakshi Arya
On improvability of model selection by model averaging
published 2021 · Journal of Econometrics · 29 citations
with Jingfu Peng
Estimating and forecasting dynamic correlation matrices: A nonlinear common factor approach
published 2020 · Journal of Multivariate Analysis
with Yongli Zhang, Craig A. Rolling
Medical Education Reform in China: The Shanghai Medical Training Model
published 2020 · Journal of Graduate Medical Education · 19 citations
Modeling the Risk of Extreme Value Dependence in Chinese Regional Carbon Emission Markets
published 2020 · Sustainability · 9 citations
Performance Assessment of High-dimensional Variable Identification
published 2020 · Statistica Sinica · 6 citations · first circulated 2017
with Yanjia Yu, Yi Yang
Randomized allocation with nonparametric estimation for contextual multi-armed bandits with delayed rewards
published 2020 · Statistics & Probability Letters · 10 citations · first circulated 2019
with Sakshi Arya
Ownership Concentration, Identity and Firm Performance: Evidence from China’s Listed Firms
published 2019 · Emerging Markets Finance and Trade · 33 citations
with Hongmei Wang, Jun Wu, Ruihai Li, Yuping Liu
On the Forecast Combination Puzzle
published 2019 · Econometrics · 9 citations · first circulated 2015
with Wei Qian, Craig A. Rolling, Gang Cheng
High-Dimensional Adaptive Minimax Sparse Estimation With Interactions
published 2019 · IEEE Transactions on Information Theory · 6 citations · first circulated 2018
with Chenglong Ye
Minimax-rate adaptive nonparametric regression with unknown correlations of errors
published 2019 · Science China Mathematics · 2 citations
with Guowu Yang
COMBINING ESTIMATES OF CONDITIONAL TREATMENT EFFECTS
published 2018 · Econometric Theory · 13 citations
with Craig A. Rolling, Dagmar Velez
published 2018 · IEEE Signal Processing Magazine · 378 citations
On Assessing Binary Regression Models Based on Ungrouped Data
published 2018 · Biometrics · 3 citations
with Chunling Lu
Model Selection confidence sets by likelihood ratio testing
published 2017 · Statistica Sinica · 19 citations
with Chao Zheng, Davide Ferrari
Sparsity Oriented Importance Learning for High-Dimensional Linear Regression
published 2017 · Journal of the American Statistical Association · 36 citations · first circulated 2016
with Chenglong Ye, Yi Yang
Bridging AIC and BIC: A New Criterion for Autoregression
published 2017 · IEEE Transactions on Information Theory · 98 citations · first circulated 2015
Sensitivity of measuring the progress in financial risk protection to survey design and its socioeconomic and demographic determinants: A case study in Rwanda
published 2017 · Social Science & Medicine · 14 citations
with Chunling Lu, Kai Liu, Lingling Li
Toward an Objective and Reproducible Model Choice via Variable Selection Deviation
published 2016 · Biometrics · 12 citations
with Wenjing Yang
Randomized allocation with arm elimination in a bandit problem with covariates
published 2016 · Electronic Journal of Statistics · 16 citations
with Wei Qian
Forecast Combination under Heavy-Tailed Errors
published 2015 · Econometrics · 3 citations
with Gang Cheng, Sicong Wang
Cross-validation for selecting a model selection procedure
published 2015 · Journal of Econometrics · 382 citations
with Yongli Zhang
Forecast combination with outlier protection
published 2014 · International Journal of Forecasting · 16 citations
with Gang Cheng
Confidence sets for model selection by F -testing
published 2014 · Statistica Sinica · 39 citations
with Davide Ferrari
Variable selection after screening: with or without data splitting?
published 2014 · Computational Statistics · 10 citations
with Xiaoyi Zhu
Model Selection for Estimating Treatment Effects
published 2013 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 44 citations
with Craig A. Rolling
Variable Selection Diagnostics Measures for High-Dimensional Regression
published 2013 · Journal of Computational and Graphical Statistics · 49 citations
with Ying Nan
Mixing partially linear regression models
published 2013 · Sankhya A · 2 citations
with Song Liu
On permutation procedures for strong control in multiple testing with gene expression data
published 2013 · Statistics and Its Interface · 23 citations
with Grzegorz A. Rempała
Model selection via standard error adjusted adaptive lasso
published 2012 · Annals of the Institute of Statistical Mathematics · 27 citations
with Wei Qian
Robust forecast combinations
published 2011 · Journal of Econometrics · 33 citations
with Xiaoqiao Wei
Comment
published 2011 · Journal of the American Statistical Association · 1 citations
with Gang Cheng
Robust Combination of Model Selection Methods for Prediction
published 2011 · Statistica Sinica · 7 citations
with Xiaoqiao Wei
Combining models in longitudinal data analysis
published 2010 · Annals of the Institute of Statistical Mathematics · 13 citations
with Song Liu
Maximum Lq-likelihood estimation
published 2010 · The Annals of Statistics · 72 citations
with Davide Ferrari
Survey on Civil-participation Design in Province Government web Site in China
published 2009 · Information Sciences
no link
Elements of Information Theory
published 2008 · Journal of the American Statistical Association · 347 citations
LOCALIZED MODEL SELECTION FOR REGRESSION
published 2008 · Econometric Theory · 7 citations
Consistency of cross validation for comparing regression procedures
published 2007 · The Annals of Statistics · 169 citations
Time Series Models for Forecasting: Testing or Combining?
published 2007 · Studies in Nonlinear Dynamics and Econometrics · 14 citations
with Zhuo Chen
Time series models for forecasting
published 2007 · Studies in Nonlinear Dynamics and Econometrics
with Zhuo Chen
no link
The application of VLOOKUP function in finance data management
published 2007 · Agriculture Network Information
no link
Model combining in factorial data analysis
published 2006 · Journal of Statistical Planning and Inference · 19 citations
with Lihua Chen, Panayotis Giannakouros
PREDICTION/ESTIMATION WITH SIMPLE LINEAR MODELS: IS IT REALLY THAT SIMPLE?
published 2006 · Econometric Theory · 53 citations
Arm using individual estimator for variance
published 2006 · Journal of Applied Mathematics and Computing
with Jong-Chul Oh, Lu Yun
Information Theory, Inference, and Learning Algorithms
published 2005 · Journal of the American Statistical Association · 129 citations
Adaptive Regression by Mixing for Fixed Design
published 2005 · Communications for Statistical Applications and Methods · 1 citations
with Jong-Chul Oh, Lu Yun
Can the strengths of AIC and BIC be shared? A conflict between model indentification and regression estimation
published 2005 · Biometrika · 602 citations · first circulated 2003
Combining Linear Regression Models
published 2005 · Journal of the American Statistical Association · 232 citations
with Zheng Yuan
Nonlinear Estimation and Classification
published 2004 · Journal of the American Statistical Association · 27 citations
COMBINING FORECASTING PROCEDURES: SOME THEORETICAL RESULTS
published 2004 · Econometric Theory · 231 citations
Aggregating regression procedures to improve performance
published 2004 · Bernoulli · 126 citations
PCV14: RACIAL VARIATION IN THE UTILIZATION OF ANTIHYPERTENSIVE MEDICATIONS: AN ANALYSIS OF 1998 MEDICAL EXPENDITURE PANEL SURVEY (MEPS) DATA
published 2003 · Value in Health
with TM Waters
Combining time series models for forecasting
published 2003 · International Journal of Forecasting · 244 citations
with Hui Zou
Randomized Allocation with nonparametric estimation for a multi-armed bandit problem with covariates
published 2002 · The Annals of Statistics · 91 citations
with Dan Zhu
Nonparametric Regression with Dependent Errors
published 2001 · Bernoulli · 28 citations
Minimax rate adaptive estimation over continuous hyper-parameters
published 2001 · IEEE Transactions on Information Theory · 5 citations
Adaptive Regression by Mixing
published 2001 · Journal of the American Statistical Association · 321 citations
Nonparametric Regressin with Correlated Errors
published 2001 · Statistical Science · 277 citations
with Jean D. Opsomer, Yuedong Wang
Comment on “Finite sample performance guarantees of fusers for function estimators” [Information Fusion 1 (2000) 35–44]
published 2000 · Information Fusion
Combining Different Procedures for Adaptive Regression
published 2000 · Journal of Multivariate Analysis · 113 citations
Mixing strategies for density estimation
published 2000 · The Annals of Statistics · 103 citations
Information-theoretic determination of minimax rates of convergence
published 1999 · The Annals of Statistics · 593 citations
with Andrew R. Barron
Minimax nonparametric classification .I. Rates of convergence
published 1999 · IEEE Transactions on Information Theory · 93 citations
Minimax nonparametric classification. II. Model selection for adaptation
published 1999 · IEEE Transactions on Information Theory · 23 citations
An asymptotic property of model selection criteria
published 1998 · IEEE Transactions on Information Theory · 104 citations
with Andrew R. Barron
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