HZ

Hui Zou

0000-0003-4798-9904

math.STstat.MEstat.THstat.MLmath.OCstat.APAlgorithmsModels, StatisticalSpeech Intelligibilitystat.CO

On Valency

published · living versions

A Latent Semiparametric Mixture Model for Robust Heterogeneity Learning in High Dimensions

with Lyuou Zhang, Boxiang Wang, Lulu Wang, Wen Zhou

1 version

W_x6t2ka2dv1 · current

The fused Kolmogorov filter: A nonparametric model-free screening method

W_dac38h7uv1

On the "degrees of freedom" of the lasso

W_jg9asdewv1

Composite quantile regression and the oracle Model Selection Theory

W_wq2upnhsv1

Preprints & journals

44 papers in the corpus · 2007–2026

HIGH-DIMENSIONAL NEWEY-POWELL TEST VIA APPROXIMATE MESSAGE PASSING.

Zhou, Jing, Zou, Huı

0 citations

425197412026Econometric theory. 2026

Sparse Gaussianized Canonical Correlation Analysis with Applications to Portfolio Analysis.

He, Di, Zou, Hui

0 citations

425183272026Journal of the American Statistical Association. 2026

A direct approach to tree-guided feature aggregation for high-dimensional regression

Jinwen Fu, Aaron J. Molstad, Hui Zou

0 citations

2507.19650v22025arXiv

Collaborative Inference for Sparse High-Dimensional Models with Non-Shared Data

Yifan Gu, Hanfang Yang, Songshan Yang et al.

0 citations

2504.19924v22025arXiv

A Non-Parametric Box-Cox Approach to Robustifying High-Dimensional Linear Hypothesis Testing

He Zhou, Hui Zou

0 citations

2405.12816v12024arXiv

Enhanced Response Envelope via Envelope Regularization

Oh-Ran Kwon, Hui Zou

2 citations

2301.04625v22023arXiv

High-dimensional Censored Regression via the Penalized Tobit Likelihood

Tate Jacobson, Hui Zou

10 citations

2203.02601v42022Journal of Business & Economic Statistics (2023)

Enveloped Huber Regression

Le Zhou, R. Dennis Cook, Hui Zou

1 citation

2011.00119v12020arXiv

An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA

Shixiang Chen, Shiqian Ma, Lingzhou Xue et al.

7 citations

1903.11576v12019arXiv

Real-world Performance of Meta-analysis Methods for Double-Zero-Event Studies with Dichotomous Outcomes Using the Cochrane Database of Systematic Reviews.

Ren, Yanan, Lin, Lifeng, Lian, Qinshu et al.

53 citations

308874382020Journal of general internal medicine. 2019;34(6):960-968

Bayesian High-Dimensional Regression for Change Point Analysis.

Datta, Abhirup, Zou, Hui, Banerjee, Sudipto

9 citations

315439302020Statistics and its interface. 2019;12(2):253-264

Neural indices of phonemic discrimination and sentence-level speech intelligibility in quiet and noise: A P3 study.

Koerner, Tess K, Zhang, Yang, Nelson, Peggy B et al.

26 citations

284415702018Hearing research. 2017;350:58-67

Neural indices of phonemic discrimination and sentence-level speech intelligibility in quiet and noise: A mismatch negativity study.

Koerner, Tess K, Zhang, Yang, Nelson, Peggy B et al.

38 citations

272677052018Hearing research. 2016;339:40-9

Multitask Quantile Regression under the Transnormal Model.

Fan, Jianqing, Xue, Lingzhou, Zou, Hui

34 citations

290978272024Journal of the American Statistical Association. 2016;111(516):1726-1735

CoCoLasso for High-dimensional Error-in-variables Regression

Abhirup Datta, Hui Zou

109 citations

1510.07123v22015arXiv

Bayesian Inference for High Dimensional Changing Linear Regression with Application to Minnesota House Price Index Data

Abhirup Datta, Hui Zou, Sudipto Banerjee

2 citations

1510.07129v12015arXiv

Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models

Yi Yang, Wei Qian, Hui Zou

103 citations

1508.06378v32015arXiv

Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS

Boxiang Wang, Hui Zou

1 citation

1508.05913v12015arXiv

Flexible Expectile Regression in Reproducing Kernel Hilbert Space

Yi Yang, Teng Zhang, Hui Zou

0 citations

1508.05987v22015arXiv

Sparse Distance Weighted Discrimination

Boxiang Wang, Hui Zou

28 citations

1501.06066v12015arXiv

SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties

Danning Li, Hui Zou

12 citations

1406.6514v32014arXiv

STRONG ORACLE OPTIMALITY OF FOLDED CONCAVE PENALIZED ESTIMATION.

Fan, Jianqing, Xue, Lingzhou, Zou, Hui

315 citations

255985602024Annals of statistics. 2014;42(3):819-849

High Dimensional Semiparametric Latent Graphical Model for Mixed Data

Jianqing Fan, Han Liu, Yang Ning et al.

96 citations

1404.7236v12014arXiv

The fused Kolmogorov filter: A nonparametric model-free screening method

Qing Mai, Hui Zou

129 citations

1403.7701v32014Annals of Statistics 2015, Vol. 43, No. 4, 1471-1497

On Varying-coefficient Independence Screening for High-dimensional Varying-coefficient Models.

Song, Rui, Yi, Feng, Zou, Hui

46 citations

254845482024Statistica Sinica. 2014;24(4):1735-1752

Variable selection. Editorial.

Zou, Hui

3 citations

241456092014Statistical methods in medical research. 2013;22(5):465

Alternating direction methods for latent variable gaussian graphical model selection.

Ma, Shiqian, Xue, Lingzhou, Zou, Hui

86 citations

236075612014Neural computation. 2013;25(8):2172-98

Semiparametric Sparse Discriminant Analysis

Qing Mai, Hui Zou

4 citations

1304.4983v22013arXiv

Regularized rank-based estimation of high-dimensional nonparanormal graphical models

Lingzhou Xue, Hui Zou

254 citations

1302.3082v12013Annals of Statistics 2012, Vol. 40, No. 5, 2541-2571

Variable Selection for Nonparametric Quantile Regression via Smoothing Spline AN OVA.

Lin, Chen-Yen, Bondell, Howard, Zhang, Hao Helen et al.

22 citations

245547922024Stat. 2013;2(1):255-268

Positive Definite $\ell_1$ Penalized Estimation of Large Covariance Matrices

Lingzhou Xue, Shiqian Ma, Hui Zou

1 citation

1208.5702v12012arXiv

Nonconcave penalized composite conditional likelihood estimation of sparse Ising models

Lingzhou Xue, Hui Zou, Tianxi Cai

74 citations

1208.3555v12012Annals of Statistics 2012, Vol. 40, No. 3, 1403-1429

Regularized parameter estimation in high-dimensional gaussian mixture models.

Ruan, Lingyan, Yuan, Ming, Zou, Hui

61 citations

213954392011Neural computation. 2011;23(6):1605-22

NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS.

Kai, Bo, Li, Runze, Zou, Hui

301 citations

216668692025Annals of statistics. 2011;39(1):305-332

Structured variable selection and estimation

Ming Yuan, V. Roshan Joseph, Hui Zou

109 citations

1011.0610v12010Annals of Applied Statistics 2009, Vol. 3, No. 4, 1738-1757

Local CQR Smoothing: An Efficient and Safe Alternative to Local Polynomial Regression.

Kai, Bo, Li, Runze, Zou, Hui

223 citations

209759302025Journal of the Royal Statistical Society. Series B, Statistical methodology. 2010;72(1):49-69

ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.

Zou, Hui, Zhang, Hao Helen

850 citations

204457702025Annals of statistics. 2009;37(4):1733-1751

NEW MULTICATEGORY BOOSTING ALGORITHMS BASED ON MULTICATEGORY FISHER-CONSISTENT LOSSES.

Zou, Hui, Zhu, Ji, Hastie, Trevor

82 citations

273472772020The annals of applied statistics. 2008;2(4):1290-1306

Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models

Hui Zou, Runze Li

14 citations

0808.1030v12008Annals of Statistics 2008, Vol. 36, No. 4, 1561-1566

One-step Sparse Estimates in Nonconcave Penalized Likelihood Models.

Zou, Hui, Li, Runze

1,084 citations

198235972025Annals of statistics. 2008;36(4):1509-1533

Composite quantile regression and the oracle Model Selection Theory

Hui Zou, Ming Yuan

614 citations

0806.2905v12008Annals of Statistics 2008, Vol. 36, No. 3, 1108-1126

Hybrid huberized support vector machines for microarray classification and gene selection.

Wang, Li, Zhu, Ji, Zou, Hui

189 citations

181757702008Bioinformatics (Oxford, England). 2008;24(3):412-9

On the "degrees of freedom" of the lasso

Hui Zou, Trevor Hastie, Robert Tibshirani

966 citations

0712.0881v12007Annals of Statistics 2007, Vol. 35, No. 5, 2173-2192

Structured variable selection in support vector machines

Seongho Wu, Hui Zou, Ming Yuan

11 citations

0710.0508v22007Electronic Journal of Statistics 2008, Vol. 2, 103-117

Career total: 239 works. 44 are in this corpus.

Profile built from the corpus for this byline.

239

works

43.8K

citations

45

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