Yang Feng
Yang Feng
Home
Publications
Software
Posts
Team Members
Topics
Contact
Publications
Type
Journal article
Report
Book section
Thesis
Date
2021
2020
2019
2018
2017
2016
2015
2014
2013
2012
2011
2010
2009
Francesca Tang
,
Yang Feng
,
Hamza Chiheb
,
Jianqing Fan
(2021).
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of US COVID-19 Cases
.
arXiv preprint arXiv:2101.02113
.
PDF
Cite
Ye Tian
,
Yang Feng
(2021).
RaSE: Random Subspace Ensemble Classification
.
Journal of Machine Learning Research
.
PDF
Cite
Code
Yang Feng
,
Qingfeng Liu
,
Qingsong Yao
,
Guoqing Zhao
(2021).
Model Averaging for Nonlinear Regression Models
. Journal of Business & Economic Statistics.
PDF
Cite
Emre Demirkaya
,
Yang Feng
,
Pallavi Basu
,
Jinchi Lv
(2021).
Large-Scale Model Selection with Misspecification
. Biometrika.
PDF
Cite
Rebecca A Betensky
,
Yang Feng
(2020).
Accounting for incomplete testing in the estimation of epidemic parameters
.
International Journal of Epidemiology
.
PDF
Cite
DOI
Hersh Chandarana
,
Bari Dane
,
Artem Mikheev
,
Myles T Taffel
,
Yang Feng
,
Henry Rusinek
(2020).
Visceral adipose tissue in patients with COVID-19: risk stratification for severity
.
Abdominal Radiology
.
PDF
Cite
Sihan Huang
,
Haolei Weng
,
Yang Feng
(2020).
Spectral clustering via adaptive layer aggregation for multi-layer networks
.
arXiv preprint arXiv:2012.04646
.
PDF
Cite
Haolei Weng
,
Yang Feng
(2020).
On the estimation of correlation in a binary sequence model
.
Journal of Statistical Planning and Inference
.
PDF
Cite
Xin Tong
,
Lucy Xia
,
Jiacheng Wang
,
Yang Feng
(2020).
Neyman-Pearson classification: parametrics and sample size requirement
.
Journal of Machine Learning Research
.
PDF
Cite
Code
Yang Feng
,
Qingfeng Liu
(2020).
Nested Model Averaging on Solution Path for High-dimensional Linear Regression
. Stat.
PDF
Cite
Yang Feng
,
Min Zhou
,
Xin Tong
(2020).
Imbalanced classification: an objective-oriented review
.
PDF
Cite
Margaret A Black
,
Guomiao Shen
,
Xiaojun Feng
,
Wilfredo Garcia Beltran
,
Yang Feng
,
Varshini Vasudevaraja
,
Douglas Allison
,
Lawrence H Lin
,
Tatyana Gindin
,
Michael Astudillo
,
others
(2020).
Analytical performance of lateral flow immunoassay for SARS-CoV-2 exposure screening on venous and capillary blood samples
.
Journal of Immunological Methods
.
PDF
Cite
Jianqing Fan
,
Yang Feng
,
Lucy Xia
(2020).
A Projection Based Conditional Dependence Measure with Applications to High-dimensional Undirected Graphical Models
.
Journal of Econometrics
.
PDF
Cite
Code
Yang Feng
,
Yi Yu
(2019).
The restricted consistency property of leave-$n_v$-out cross-validation for high-dimensional variable selection
.
Statistica Sinica
.
PDF
Cite
Haolei Weng
,
Yang Feng
,
Xingye Qiao
(2019).
Regularization after retention in ultrahigh dimensional linear regression models
.
Statistica Sinica
.
PDF
Cite
Yang Feng
,
Qingfeng Liu
,
Ryo Okui
(2019).
On the sparsity of Mallows model averaging estimator
.
Economics Letters
.
PDF
Cite
Yang Feng
,
Tengfei Li
,
Zhiliang Ying
(2019).
Likelihood adaptively modified penalties
.
Applied Stochastic Models in Business and Industry
.
PDF
Cite
Juan Liu
,
Emmanouil Z. Psarakis
,
Yang Feng
,
Ioannis Stamos
(2019).
A Kronecker Product Model for Repeated Pattern Detection on 2D Urban Images
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
.
PDF
Cite
Mingao Yuan
,
Ruiqi Liu
,
Yang Feng
,
Zuofeng Shang
(2018).
Testing Community Structures for Hypergraphs
.
arXiv preprint arXiv:1810.04617
.
PDF
Cite
Diego Franco Saldana
,
Yang Feng
(2018).
SIS: An R Package for Sure Independence Screening in Ultrahigh-Dimensional Statistical Models
.
Journal of Statistical Software
.
PDF
Cite
Kashif Yousuf
,
Yang Feng
(2018).
Partial Distance Correlation Screening for High Dimensional Time Series
.
arXiv preprint arXiv:1802.09116
.
PDF
Cite
Sihan Huang
,
Yang Feng
(2018).
Pairwise Covariates-adjusted Block Model for Community Detection
.
arXiv preprint arXiv:1807.03469
.
PDF
Cite
Yang Feng
,
Yichao Wu
,
Leonard Stefanski
(2018).
Nonparametric Independence Screening via Favored Smoothing Bandwidth
.
Journal of Statistical Planning and Inference
.
PDF
Cite
Xin Tong
,
Yang Feng
,
Jingyi Jessica Li
(2018).
Neyman-Pearson classification algorithms and NP receiver operating characteristics
.
Science Advances
.
PDF
Cite
Code
Ning Hao
,
Yang Feng
,
Hao Helen Zhang
(2018).
Model Selection for High Dimensional Quadratic Regression via Regularization
.
Journal of the American Statistical Association
.
PDF
Cite
Code
Mingao Yuan
,
Yang Feng
,
Zuofeng Shang
(2018).
A likelihood-ratio type test for stochastic block models with bounded degrees
.
arXiv preprint arXiv:1807.04426
.
PDF
Cite
Slim Fourati
,
Aarthi Talla
,
Mehrad Mahmoudian
,
Joshua G Burkhart
,
Riku Klen
,
Ricardo Henao
,
Thomas Yu
,
Zafer Aydin
,
Ka Yee Yeung
,
Mehmet Eren Ahsen
,
others
(2018).
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
.
Nature communications
.
Cite
Xiaoli Gao
,
S Ejaz Ahmed
,
Yang Feng
(2017).
Rejoinder to 'Post-selection shrinkage estimation for high-dimensional data analysis'
.
Applied Stochastic Models in Business and Industry
.
PDF
Cite
Yang Feng
,
Mengjia Yu
(2017).
Regularization After Marginal Learning for Ultra-High Dimensional Regression Models
.
Big and Complex Data Analysis
.
PDF
Cite
Xiaoli Gao
,
SE Ahmed
,
Yang Feng
(2017).
Post selection shrinkage estimation for high-dimensional data analysis
.
Applied Stochastic Models in Business and Industry
.
PDF
Cite
Jiadong Ji
,
Di He
,
Yang Feng
,
Yong He
,
Fuzhong Xue
,
Lei Xie
(2017).
JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data
.
Bioinformatics
.
PDF
Cite
D. Saldana
,
Y. Yu
,
Y. Feng
(2017).
How Many Communities Are There?
.
Journal of Computational and Graphical Statistics
.
PDF
Cite
Yang Feng
(2017).
Discussion on 'Random-projection ensemble classification' by Cannings and Samworth
.
Journal of the Royal Statistical Society, Ser. B.
.
Cite
Tengfei Li
,
Kani Chen
,
Yang Feng
,
Zhiliang Ying
(2017).
Binary Switch Portfolio
.
Quantitative Finance
.
PDF
Cite
Y. Liu
,
Y. Wang
,
Y. Feng
,
M. W. Melanie
(2016).
Variable Selection and Prediction with Incomplete High-Dimensional Data
.
The Annals of Applied Statistics
.
PDF
Cite
Yixin Fang
,
Binhuan Wang
,
Yang Feng
(2016).
Tuning-parameter selection in regularized estimations of large covariance matrices
.
Journal of Statistical Computation and Simulation
.
PDF
Cite
Anqi Zhao
,
Yang Feng
,
Lie Wang
,
Xin Tong
(2016).
Neyman-Pearson Classification under High-Dimensional Settings
.
Journal of Machine Learning Research
.
PDF
Cite
Jianqing Fan
,
Yang Feng
,
Jiancheng Jiang
,
Xin Tong
(2016).
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification
.
Journal of the American Statistical Association
.
PDF
Cite
Haolei Weng
,
Yang Feng
(2016).
Community detection with nodal information
.
arXiv preprint arXiv:1610.09735
.
PDF
Cite
Xin Tong
,
Yang Feng
,
Anqi Zhao
(2016).
A survey on Neyman-Pearson classification and suggestions for future research
.
Wiley Interdisciplinary Reviews: Computational Statistics
.
PDF
Cite
Weiping Ma
,
Yang Feng
,
Kani Chen
,
Zhiliang Ying
(2015).
Functional and Parametric Estimation in a Semi-and Nonparametric Model with Application to Mass-Spectrometry Data
.
The international journal of biostatistics
.
PDF
Cite
Yixin Fang
,
Yang Feng
,
Ming Yuan
(2014).
Regularized principal components of heritability
.
Computational Statistics
.
PDF
Cite
Yi Yu
,
Yang Feng
(2014).
Modified Cross-Validation for LASSO Penalized High-Dimensional Linear Models
.
Journal of Computational and Graphical Statistics
.
PDF
Cite
Yi Yu
,
Yang Feng
(2014).
APPLE: Approximate Path for Penalized Likelihood Estimators
.
Statistics and Computing
.
PDF
Cite
Yang Feng
,
Xin Tong
(2013).
A conversation with Jianqing Fan
.
ICSA Bulletin
.
Cite
Jianqing Fan
,
Yang Feng
,
Xin Tong
(2012).
A road to classification in high dimensional space: the regularized optimal affine discriminant
.
Journal of the Royal Statistical Society, Ser. B.
.
PDF
Cite
Jianqing Fan
,
Yang Feng
,
Rui Song
(2011).
Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models
.
Journal of the American Statistical Association
.
PDF
Cite
MAQC Consortium
(2010).
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.
.
Nature Biotechnoloy
.
PDF
Cite
Jianqing Fan
,
Yang Feng
,
Yue Niu
(2010).
Nonparametric estimation of genewise variance for microarray data
.
The Annals of Statistics
.
PDF
Cite
Jianqing Fan
,
Yang Feng
,
Yichao Wu
(2010).
High-dimensional variable selection for Cox's proportional hazards model
.
IMS Collections, Borrowing Strength: Theory Powering Applications - A Festschrift for Lawrence D. Brown
.
PDF
Cite
Yang Feng
(2010).
High-dimensional Statistical Learning and Nonparametric Modeling
.
PDF
Cite
J. Fan
,
Y. Feng
,
Y. Wu
(2009).
Network exploration via the adaptive LASSO and SCAD penalties
.
The Annals of Applied Statistics
.
PDF
Cite
Jianqing Fan
,
Yichao Wu
,
Yang Feng
(2009).
Local quasi-likelihood with a parametric guide
.
The Annals of Statistics
.
PDF
Cite
Jianqing Fan
,
Yang Feng
(2009).
Discussion on 'Nonparametric Prediction in Measurement Error Models' by Carroll, Delaigle, and Hall
.
Journal of the American Statistical Association
.
PDF
Cite
Y. Feng
,
W. Ma
,
Z. Wang
,
Z. Ying
,
Y. Yang
(2009).
Alignment of protein mass spectrometry data by integrated Markov chain shifting method
.
Statistics and Its Interface
.
PDF
Cite
Cite
×