Phase I Distribution-Free Analysis of Multivariate Data

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

(2016) Long Feng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

(2016) Kamran Paynabar et al.   TECHNOMETRICS

A Distribution-Free Multivariate Control Chart

(2016) Nan Chen et al.   TECHNOMETRICS

Outlier detection for high-dimensional data

(2015) Kwangil Ro et al.   BIOMETRIKA

Nonparametric multivariate statistical process control charts: a hypothesis testing-based approach

(2015) Jun Li   JOURNAL OF NONPARAMETRIC STATISTICS

Nonparametric maximum likelihood approach to multiple change-point problems

(2014) Changliang Zou et al.   ANNALS OF STATISTICS

A Distribution-Free Multivariate Control Chart for Phase I Applications

(2014) Ching-Ren Cheng et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

A Distribution-Free Multivariate Phase I Location Control Chart for Subgrouped Data from Elliptical Distributions

(2014) Richard C. Bell et al.   TECHNOMETRICS

Recent Advances in Process Monitoring: Nonparametric and Variable-Selection Methods for Phase I and Phase II

(2014) Giovanna Capizzi   Quality Engineering

Outlier detection in general profiles using penalized regression method

(2013) Changliang Zou et al.   IIE TRANSACTIONS

Model selection by LASSO methods in a change-point model

(2012) Gabriela Ciuperca   STATISTICAL PAPERS

Multiple Change-Point Estimation With a Total Variation Penalty

(2011) Z. Harchaoui et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Outlier Detection Using Nonconvex Penalized Regression

(2011) Yiyuan She et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A stepwise regression method and consistent model selection for high-dimensional sparse linear models

(2011) Ching-Kang Ing et al.   STATISTICA SINICA

A Least Angle Regression Control Chart for Multidimensional Data

(2011) Giovanna Capizzi et al.   TECHNOMETRICS

A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control

(2011) Changliang Zou et al.   TECHNOMETRICS

A Multivariate Sign EWMA Control Chart

(2011) Changliang Zou et al.   TECHNOMETRICS

A two-sample test for high-dimensional data with applications to gene-set testing

(2010) Song Xi Chen et al.   ANNALS OF STATISTICS

A Phase I nonparametric Shewhart-type control chart based on the median

(2010) M. A. Graham et al.   JOURNAL OF APPLIED STATISTICS

Multivariate Statistical Process Control Using LASSO

(2010) Changliang Zou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Forward Regression for Ultra-High Dimensional Variable Screening

(2010) Hansheng Wang   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Optimal rank-based tests for homogeneity of scatter

(2008) Marc Hallin et al.   ANNALS OF STATISTICS

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA

Distribution-free multivariate process control based on log-linear modeling

(2008) Peihua Qiu   IIE TRANSACTIONS

Phase I Statistical Process Control Charts: An Overview and Some Results

(2008) S. Chakraborti et al.   Quality Engineering