Changliang Zou

发表

Outlier detection for high-dimensional data

Kwang-Ho Ro, Changliang Zou, Zhaojun Wang, 2015 .

Profile Monitoring with Binary Data and Random Predictors

Changliang Zou, Yanfen Shang, F. Tsung, 2011 .

CONTROL CHART FOR MONITORING NONPARAMETRIC PROFILES WITH ARBITRARY DESIGN

Changliang Zou, P. Qiu, 2009 .

NONPARAMETRIC CONTROL CHART FOR MONITORING PROFILES USING CHANGE POINT FORMULATION AND ADAPTIVE SMOOTHING

D. Hawkins, Changliang Zou, P. Qiu, 2009 .

Nonparametric control chart based on change-point model

Changliang Zou, Zhaojun Wang, Chunguang Zhou, 2009 .

Coordinate-independent sparse sufficient dimension reduction and variable selection

R. Cook, Changliang Zou, Xin Chen, 2010, 1211.3215.

Multivariate-Sign-Based High-Dimensional Tests for the Two-Sample Location Problem

Long Feng, Changliang Zou, Zhaojun Wang, 2016 .

Rank-based score tests for high-dimensional regression coefficients

Bin Chen, Changliang Zou, Zhaojun Wang, 2013 .

Multivariate sign-based high-dimensional tests for sphericity

Changliang Zou, Zhaojun Wang, Long Feng, 2014 .

Nonparametric maximum likelihood approach to multiple change-point problems

Changliang Zou, Zhaojun Wang, G. Yin, 2014, 1405.7173.

Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis

Fugee Tsung, Changliang Zou, Changliang Zou, 2008 .

A scalable nonparametric specification testing for massive data

Changliang Zou, Zhaojun Wang, Yanyan Zhao, 2019, Journal of Statistical Planning and Inference.

Multivariate binomial/multinomial control chart

Fugee Tsung, Jian Li, Changliang Zou, 2014 .

Multivariate Statistical Process Control Using LASSO

Peihua Qiu, Changliang Zou, Changliang Zou, 2009 .

Author's Personal Copy an Adaptive Shiryaev-roberts Procedure for Monitoring Dispersion Author's Personal Copy

Changliang Zou, Zhaojun Wang, Jiujun Zhang, 2011 .

Robust Multivariate Control Chart Based on Goodness-of-Fit Test

Nan Chen, Changliang Zou, Changliang Zou, 2016 .

A Directional Multivariate Sign EWMA Control Chart

Changliang Zou, Xuemin Zi, Jingshen Wang, 2013 .

A distribution-free robust method for monitoring linear profiles using rank-based regression

Fugee Tsung, Changliang Zou, Xuemin Zi, 2012 .

A Nonparametric General Linear Profile Monitoring

Changliang Zou, F. Tsung, Xuemin Zi, 2011 .

The computation of average run length and average time to signal: an overview

Changliang Zou, Zhonghua Li, Zhaojun Wang, 2014 .

CUSUM control charts based on likelihood ratio for preliminary analysis

Changliang Zou, Zhaojun Wang, Yi Dai, 2007 .

CONSISTENT SELECTION OF THE NUMBER OF CHANGE-POINTS VIA SAMPLE-SPLITTING.

Runze Li, Changliang Zou, Guanghui Wang, 2020, Annals of statistics.

Nonparametric maximum likelihood approach to multiple change-point problems

Changliang Zou, Zhaojun Wang, G. Yin, 2014, 1405.7173.

Index to Volume 52 (2010)

Changliang Zou, P. Qiu, 2010 .

NONPARAMETRIC TESTING IN REGRESSION MODELS WITH WILCOXON-TYPE GENERALIZED LIKELIHOOD RATIO

Chunming Zhang, Changliang Zou, Zhaojun Wang, 2016 .

Submitted to the Annals of Statistics CHANGE-POINT DETECTION IN MULTINOMIAL DATA WITH A LARGE NUMBER OF CATEGORIES By

Changliang Zou, G. Yin, Guanghui Wang, 2017 .

Note ( s ) A simpler spatial-sign-based two-sample test for high-dimensional data

Changliang Zou, Zhaojun Wang, Yang Li, 2016 .

Preprint 1 TWO-SAMPLE BEHRENS-FISHER PROBLEM FOR HIGH-DIMENSIONAL DATA

Changliang Zou, Zhaojun Wang, Lixing Zhu, 2014 .

Robust spline-based variable selection in varying coefficient model

Bin Chen, Changliang Zou, Zhaojun Wang, 2015 .

Robust comparison of regression curves

Changliang Zou, Zhaojun Wang, Lixing Zhu, 2015 .

Noisy low‐rank matrix completion under general bases

Changliang Zou, Lei Shi, 2020, Stat.

Calibration of the empirical likelihood for high-dimensional data

Changliang Zou, Zhaojun Wang, Yukun Liu, 2013 .

Model-Free Statistical Inference on High-Dimensional Data

Runze Li, Changliang Zou, Xu Guo, 2022, 2205.07361.

Consistent Selection of the Number of Groups in Panel Models via Sample-Splitting

Changliang Zou, Xuening Zhu, Zhe Li, 2022, 2209.05474.

Empirical likelihood for high-dimensional linear regression models

Bin Chen, Changliang Zou, Zhaojun Wang, 2013, Metrika.

A New Procedure for Controlling False Discovery Rate in Large-Scale t-tests

Runze Li, Changliang Zou, Xu Guo, 2020, 2002.12548.

LASSO-based multivariate linear profile monitoring

Changliang Zou, F. Tsung, Xianghui Ning, 2010, Annals of Operations Research.

Thresholding mean test for functional data with power enhancement

Shaojun Guo, Changliang Zou, Fang Yao, 2022, Stat.

Model-free variable selection in sufficient dimension reduction via FDR control

Changliang Zou, Xu Guo, Yixin Han, 2022 .

Selective Conformal Inference with FCR Control

Changliang Zou, Yajie Bao, Haojie Ren, 2023, 2301.00584.

Robust comparison of regression curves

Changliang Zou, Zhaojun Wang, Lixing Zhu, 2014, TEST.

On-line Control of False Discovery Rates for Multiple Datastreams

Changliang Zou, Lilun Du, Lilun Du, 2018 .

False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation

Xu Guo, Changliang Zou, Lilun Du, 2020, Journal of the American Statistical Association.

Cellwise outlier detection with false discovery rate control

Changliang Zou, Yanhong Liu, Haojie Ren, 2021, Canadian Journal of Statistics.

Data-driven selection of the number of change-points via error rate control

Changliang Zou, F. Yao, Hui Chen, 2021, Journal of the American Statistical Association.

Multiple change-points detection in high dimension

Zhaojun Wang, Yunlong Wang, Changliang Zou, 2019, Random Matrices: Theory and Applications.

Change-point detection in multinomial data with a large number of categories

Guanghui Wang, Changliang Zou, Guosheng Yin, 2018, The Annals of Statistics.

Directional change‐point detection for process control with multivariate categorical data

Jian Li, Fugee Tsung, Changliang Zou, 2013 .

A Change Point Approach for Phase I Analysis in Multistage Processes

Fugee Tsung, Changliang Zou, Yukun Liu, 2008, Technometrics.

Nonparametric Dynamic Curve Monitoring

Peihua Qiu, Changliang Zou, Xuemin Zi, 2018, Technometrics.

A general framework for monitoring complex processes with both in-control and out-of-control information

Chi Zhang, Fugee Tsung, Changliang Zou, 2015, Comput. Ind. Eng..

Outlier Detection in Functional Observations With Applications to Profile Monitoring

Guan Yu, Changliang Zou, Zhaojun Wang, 2012, Technometrics.

Nonparametric Profile Monitoring using Dynamic Probability Control Limits

Changliang Zou, Zhaojun Wang, Wenwan Yang, 2017, Qual. Reliab. Eng. Int..

Robust multicategory support matrix machines

Yufeng Liu, Q. Tran-Dinh, Changliang Zou, 2019, Mathematical Programming.

Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes

Fugee Tsung, Changliang Zou, Zhaojun Wang, 2007, Technometrics.

Rejoinder

Peihua Qiu, Changliang Zou, Zhaojun Wang, 2010, Technometrics.

Nonparametric Profile Monitoring by Mixed Effects Modeling

Peihua Qiu, Changliang Zou, Zhaojun Wang, 2010, Technometrics.

Empirical Likelihood Ratio Test for a Change-Point in Linear Regression Model

Changliang Zou, Yukun Liu, Runchu Zhang, 2008 .

A change point method for Phase II monitoring of generalized linear profiles

Arthur B. Yeh, Changliang Zou, Alireza Shadman, 2017, Commun. Stat. Simul. Comput..

A setwise EWMA scheme for monitoring high-dimensional datastreams

Long Feng, Changliang Zou, Haojie Ren, 2020, Random Matrices: Theory and Applications.

An Efficient Online Monitoring Method for High-Dimensional Data Streams

Wei Jiang, Changliang Zou, Zhaojun Wang, 2015, Technometrics.

A spatial rank‐based multivariate EWMA control chart

Fugee Tsung, Changliang Zou, Zhaojun Wang, 2012 .

LASSO-based multivariate linear profile monitoring

Fugee Tsung, Changliang Zou, Xianghui Ning, 2012, Ann. Oper. Res..

A Multivariate Sign EWMA Control Chart

Fugee Tsung, Changliang Zou, Changliang Zou, 2011, Technometrics.

Empirical likelihood for high-dimensional linear regression models

Bin Chen, Changliang Zou, Zhaojun Wang, 2014 .

Two-sample empirical likelihood method for difference between coefficients in linear regression model

Changliang Zou, Yukun Liu, Xuemin Zi, 2012 .

Empirical likelihood for the two-sample mean problem

Changliang Zou, Yukun Liu, Runchu Zhang, 2008 .

A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis

Peihua Qiu, Kamran Paynabar, Changliang Zou, 2016, Technometrics.

A New Chart for Detecting the Process Mean and Variability

Changliang Zou, Zhaojun Wang, Jiujun Zhang, 2011, Commun. Stat. Simul. Comput..

A control chart based on a change-point model for monitoring linear profiles

Changliang Zou, Yujuan Zhang, Zhaojun Wang, 2006 .

Rank-based inference for the single-index model ☆

Long Feng, Changliang Zou, Zhaojun Wang, 2012 .

Likelihood-Based EWMA Charts for Monitoring Poisson Count Data With Time-Varying Sample Sizes

Wei Jiang, Qin Zhou, Changliang Zou, 2012 .

A Distribution-Free Multivariate Control Chart

Nan Chen, Changliang Zou, Xuemin Zi, 2016, Technometrics.

A Multivariate Sign Chart for Monitoring Process Shape Parameters

Longcheen Huwang, Changliang Zou, Zhonghua Li, 2013 .

Zipper: Addressing degeneracy in algorithm-agnostic inference

Changliang Zou, Guanghui Wang, Geng Chen, 2023, 2306.16852.

Empirical likelihood ratio test for the change-point problem

Changliang Zou, Zhaojun Wang, Yukun Liu, 2007 .

Large-Scale Two-Sample Comparison of Support Sets

Changliang Zou, Haoyu Geng, Haojie Ren, 2023, Journal of the American Statistical Association.

Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection

Changliang Zou, Guanghui Wang, Chengde Qian, 2023, 2307.01150.

AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control

D. Dou, Changliang Zou, Yifan Zhang, 2022, NeurIPS.

A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control

Wei Jiang, Fugee Tsung, Changliang Zou, 2011, Technometrics.

Robust multicategory support matrix machines

Changliang Zou, Quoc Tran-Dinh, Sheng Fu, 2019, Mathematical Programming.

Likelihood Ratio-Based Distribution-Free EWMA Control Charts

Fugee Tsung, Changliang Zou, Changliang Zou, 2010 .

Use of Conditional False Alarm Metric in Statistical Process Monitoring

William H. Woodall, Anne R. Driscoll, Changliang Zou, 2021 .

Selective Conformal Inference with FCR Control

Changliang Zou, Yajie Bao, Haojie Ren, 2023, 2301.00584.

Change-point testing for parallel data sets with FDR control

Changliang Zou, Zhaojun Wang, Guanghui Wang, 2023, Comput. Stat. Data Anal..

Activation Discovery With FDR Control: Application to FMRI Data

Changliang Zou, Zhaojun Wang, Guanghui Wang, 2023, Statistica Sinica.

Leverage Classifier: Another Look at Support Vector Machine

Ping Ma, Changliang Zou, Wenxuan Zhong, 2023, Statistica Sinica.

Large-Scale Datastreams Surveillance via Pattern-Oriented-Sampling

Nan Chen, Runze Li, Haojie Ren, 2020, Journal of the American Statistical Association.

An adaptive lack of fit test for big data

Changliang Zou, Zhaojun Wang, Yanyan Zhao, 2017 .

Self-Starting Monitoring Scheme for Poisson Count Data With Varying Population Sizes

Kwok-Leung Tsui, William H. Woodall, Changliang Zou, 2016, Technometrics.

Statistical process control for multistage processes with binary outputs

Fugee Tsung, Changliang Zou, Yanfen Shang, 2013 .

Directional Control Schemes for Multivariate Categorical Processes

Jian Li, Fugee Tsung, Changliang Zou, 2012 .

An Area‐based Methodology for the Monitoring of General Linear Profiles

Changliang Zou, Adel Alaeddini, Abed Motasemi, 2017, Qual. Reliab. Eng. Int..

Outlier detection in general profiles using penalized regression method

Sheng-Tsaing Tseng, Changliang Zou, Zhaojun Wang, 2014 .

Monitoring poisson count data with probability control limits when sample sizes are time varying

Wei Jiang, Fugee Tsung, Changliang Zou, 2013 .

cpss: an package for change-point detection by sample-splitting methods

Changliang Zou, Guanghui Wang, 2022, Journal of Quality Technology.

Monitoring Correlated Profile and Multivariate Quality Characteristics

Amirhossein Amiri, Changliang Zou, Mohammad H. Doroudyan, 2014, Qual. Reliab. Eng. Int..

NONPARAMETRIC TESTING IN REGRESSION MODELS WITH WILCOXON-TYPE GENERALIZED LIKELIHOOD RATIO

Chunming Zhang, Changliang Zou, Zhaojun Wang, 2016 .

Empirical Likelihood Ratio Test for a Change-Point in Linear Regression Model

Changliang Zou, Yukun Liu, R. Zhang, 2008 .

A necessary test for complete independence in high dimensions using rank-correlations

Guanghui Wang, Changliang Zou, Zhaojun Wang, 2013, J. Multivar. Anal..

A simpler spatial-sign-based two-sample test for high-dimensional data

Yang Li, Changliang Zou, Zhaojun Wang, 2016, J. Multivar. Anal..

TWO-SAMPLE BEHRENS-FISHER PROBLEM FOR HIGH-DIMENSIONAL DATA

Lixing Zhu, Long Feng, Changliang Zou, 2015 .

Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data

Changliang Zou, Yuan Ke, Wenyang Zhang, 2020, Journal of the American Statistical Association.

Local Walsh-average regression for semiparametric varying-coefficient models

Changliang Zou, Zhaojun Wang, Changliang Zou, 2012 .

Local Walsh-average regression

Long Feng, Changliang Zou, Zhaojun Wang, 2012, J. Multivar. Anal..

Dynamic statistical inference in massive datastreams

Lilun Du, Changliang Zou, Zhenke Wu, 2021, 2111.01339.

Nonparametric Profile Monitoring

Changliang Zou, Changliang Zou, 2011 .

Monitoring Profiles Based on Nonparametric Regression Methods

Fugee Tsung, Changliang Zou, Zhaojun Wang, 2008, Technometrics.

Phase I analysis of multivariate profiles based on regression adjustment

Rui Yao, Jiajia Zhang, Changliang Zou, 2015, Comput. Ind. Eng..

A control chart based on likelihood ratio test for monitoring process mean and variability

Changliang Zou, Zhaojun Wang, Jiujun Zhang, 2010, Qual. Reliab. Eng. Int..

Nonparametric Profile Monitoring by Mixed Effects Modeling. Rejoinder.

Peihua Qiu, Changliang Zou, Zhaojun Wang, 2010 .

Adaptive Nonparametric Comparison of Regression Curves

Changliang Zou, Zhaojun Wang, Yukun Liu, 2010 .

Model-free controlled variable selection via data splitting

Changliang Zou, Xu Guo, Yixin Han, 2022, 2210.12382.

Threshold Selection in Feature Screening for Error Rate Control

Runze Li, Changliang Zou, Xu Guo, 2021, Journal of the American Statistical Association.

A Change Point Method for Monitoring Generalized Linear Profiles in Phase I

Arthur B. Yeh, Changliang Zou, Alireza Shadman, 2015, Qual. Reliab. Eng. Int..

Monitoring general linear profiles using simultaneous confidence sets schemes

Longcheen Huwang, Changliang Zou, Yi-Hua Tina Wang, 2014, Comput. Ind. Eng..

A Self-Starting Control Chart for Linear Profiles

Chunguang Zhou, Changliang Zou, Zhaojun Wang, 2007 .

Comparisons of control schemes for monitoring the means of processes subject to drifts

Changliang Zou, Zhaojun Wang, Yukun Liu, 2009 .

Statistica Sinica Preprint No: SS-2022-0054

Changliang Zou, Zhaojun Wang, Guanghui Wang, 2023 .

A parameters reduction method for monitoring multiple linear regression profiles

Rassoul Noorossana, Amirhossein Amiri, Changliang Zou, 2012 .