← All authors Yang Feng New York University (from arXiv:2602.14414, 2026) · ORCID · OpenAlex
52 papers in scope · 51 published · 2 on the econ.EM arXiv · 1,884 citations · h-index 19 (over the papers listed here)
Papers (2 of 52)
Variational Nonparametric Inference in Stochastic Block Models with Functional Covariates
published 2026 · Journal of the American Statistical Association
working paper 2026 · arXiv
Design-Based Causal Inference with Missing Outcomes: Missingness Mechanisms, Imputation-Assisted Randomization Tests, and Covariate Adjustment
published 2025 · Journal of the American Statistical Association · first circulated 2023
ℓ1$$ {\ell}_1 $$‐Penalized Multinomial Regression: Estimation, Inference, and Prediction, With an Application to Risk Factor Identification for Different Dementia Subtypes
published 2024 · Statistics in Medicine · 3 citations · first circulated 2023
with Ye Tian, Henry Rusinek, Arjun V. Masurkar, Yan Feng
Multi-label Random Subspace Ensemble Classification
published 2024 · Journal of Computational and Graphical Statistics
with Bi Fan, Jianan Zhu
Yang Feng and Jiajin Sun’s contribution to the Discussion of ‘Root and community inference on the latent growth process of a network’ by Crane and Xu
published 2024 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
with Jiajin Sun
Comments on: Statistical inference and large-scale multiple testing for high-dimensional regression models
published 2023 · Test
A flexible quasi‐likelihood model for microbiome abundance count data
published 2023 · Statistics in Medicine · 2 citations
with Yi-Ming Shi, Huilin Li, Chan Wang, Jun Chen, Hongmei Jiang, Ya-Chen Tina Shih, Haixiang Zhang, Yizhe Song, Lei Liu
PCABM: Pairwise Covariates-Adjusted Block Model for Community Detection
published 2023 · Journal of the American Statistical Association · 8 citations
with Sihan Huang, Jiajin Sun
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation
published 2023 · Journal of the American Statistical Association · 4 citations · first circulated 2022
with Yifan He, Ruiyang Wu, Yong Zhou, Yan Feng
Variable selection for high‐dimensional generalized linear model with block‐missing data
published 2023 · Scandinavian Journal of Statistics · 3 citations
with Yifan He, Xinyuan Song
Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks
published 2022 · Journal of Computational and Graphical Statistics · 21 citations · first circulated 2020
with Sihan Huang, Haolei Weng
Transfer Learning Under High-Dimensional Generalized Linear Models
published 2022 · Journal of the American Statistical Association · 141 citations · first circulated 2021
with Ye Tian, Yan Feng
Discussion of “Cocitation and Coauthorship Networks of Statisticians”
published 2022 · Journal of Business and Economic Statistics · 3 citations
with Haolei Weng
Testing community structure for hypergraphs
published 2022 · The Annals of Statistics · 27 citations
Super RaSE: Super Random Subspace Ensemble Classification
published 2021 · Journal of risk and financial management · 4 citations · first circulated 2020
with Jianan Zhu, Ye Tian
A likelihood-ratio type test for stochastic block models with bounded degrees
published 2021 · Journal of Statistical Planning and Inference · 13 citations · first circulated 2018
Community detection with nodal information: Likelihood and its variational approximation
published 2021 · Stat · 19 citations · first circulated 2016
with Haolei Weng
RaSE: A Variable Screening Framework via Random Subspace Ensembles
published 2021 · Journal of the American Statistical Association · 16 citations
with Ye Tian, Yan Feng
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
published 2021 · Journal of the American Statistical Association · 13 citations
Targeting Predictors Via Partial Distance Correlation With Applications to Financial Forecasting
published 2021 · Journal of Business and Economic Statistics · 11 citations
Large-scale model selection in misspecified generalized linear models
published 2021 · Biometrika · 8 citations
with Emre Demirkaya, Pallavi Basu, Jinchi Lv
Model Averaging for Nonlinear Regression Models
published 2021 · Journal of Business and Economic Statistics · 35 citations
Mediation effect selection in high‐dimensional and compositional microbiome data
published 2020 · Statistics in Medicine · 36 citations
with Haixiang Zhang, Jun Chen, Chan Wang, Huilin Li, Lei Liu
A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models
published 2020 · Journal of Econometrics · 32 citations · first circulated 2015
published 2020 · Stat · 8 citations
On the sparsity of Mallows model averaging estimator
published 2019 · Economics Letters · 18 citations
On the estimation of correlation in a binary sequence model
published 2019 · Journal of Statistical Planning and Inference · first circulated 2017
with Haolei Weng
Likelihood adaptively modified penalties
published 2018 · Applied Stochastic Models in Business and Industry · 2 citations · first circulated 2013
with Tengfei Li, Zhiliang Ying
Neyman-Pearson classification algorithms and NP receiver operating characteristics
published 2018 · Science Advances · 83 citations · first circulated 2016
with Xin Tong, Jingyi Jessica Li
The restricted consistency property of leave-nv-out cross-validation for high-dimensional variable selection
published 2018 · Statistica Sinica · 16 citations · first circulated 2013
with Yi Yu
SIS : An R Package for Sure Independence Screening in Ultrahigh-Dimensional Statistical Models
published 2018 · Journal of Statistical Software · 97 citations
with Diego Franco Saldana
Nonparametric independence screening via favored smoothing bandwidth
published 2017 · Journal of Statistical Planning and Inference · 8 citations
with Yichao Wu, Leonard A. Stefanski
Penalized weighted least absolute deviation regression
published 2017 · Statistics and Its Interface · 16 citations
with Xiaoli Gao
Regularization after retention in ultrahigh dimensional linear regression models
published 2017 · Statistica Sinica · 15 citations · first circulated 2013
with Haolei Weng, Xingye Qiao
Model Selection for High-Dimensional Quadratic Regression via Regularization
published 2016 · Journal of the American Statistical Association · 104 citations · first circulated 2014
with Ning Hao, Hao Helen Zhang
Binary switch portfolio
published 2016 · Quantitative Finance · 5 citations
with Tengfei Li, Kani Chen, Zhiliang Ying
Rejoinder to ‘Post‐selection shrinkage estimation for high‐dimensional data analysis’
published 2016 · Applied Stochastic Models in Business and Industry · 35 citations
with Xiaoli Gao, S. Ejaz Ahmed
Variable selection and prediction with incomplete high-dimensional data
published 2016 · The Annals of Applied Statistics · 55 citations
with Ying Liu, Yuanjia Wang, Melanie M. Wall
A survey on Neyman‐Pearson classification and suggestions for future research
published 2016 · Wiley Interdisciplinary Reviews Computational Statistics · 46 citations
Functional and Parametric Estimation in a Semi-and Nonparametric Model with Application to Mass-Spectrometry Data
published 2015 · The International Journal of Biostatistics · 1 citations · first circulated 2013
with Weiping Ma, Kani Chen, Zhiliang Ying
How Many Communities Are There?
published 2015 · Journal of Computational and Graphical Statistics · 106 citations · first circulated 2014
with Diego Franco Saldana, Yi Yu
Tuning-parameter selection in regularized estimations of large covariance matrices
published 2015 · Journal of Statistical Computation and Simulation · 25 citations · first circulated 2013
with Yixin Fang, Binhuan Wang
Feature Augmentation via Nonparametrics and Selection (FANS) in High-Dimensional Classification
published 2015 · Journal of the American Statistical Association · 43 citations · first circulated 2013
Modified Cross-Validation for Penalized High-Dimensional Linear Regression Models
published 2013 · Journal of Computational and Graphical Statistics · 42 citations
with Yi Yu
Regularized principal components of heritability
published 2013 · Computational Statistics · 4 citations
APPLE: approximate path for penalized likelihood estimators
published 2013 · Statistics and Computing · 14 citations · first circulated 2012
with Yi Yu
A Road to Classification in High Dimensional Space: The Regularized Optimal Affine Discriminant
published 2012 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 173 citations · first circulated 2010
Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models
published 2011 · Journal of the American Statistical Association · 557 citations · first circulated 2009
Nonparametric estimation of genewise variance for microarray data
published 2010 · The Annals of Statistics · 9 citations
Alignment of protein mass spectrometry data by integrated Markov chain shifting method
published 2009 · Statistics and Its Interface · 3 citations
with Han Ma, Zhanfeng Wang, Yaning Yang, Zhiliang Ying
The problem between asymmetric information and financial risk
published 2001 · Learned Journal of Heilongjiang Financial College
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