Outlier detection for high-dimensional data

A Deterministic Algorithm for Robust Location and Scatter

(2012) Mia Hubert et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Outlier Detection in Functional Observations With Applications to Profile Monitoring

(2012) Guan Yu et al.   TECHNOMETRICS

A Stahel–Donoho estimator based on huberized outlyingness

(2011) S. Van Aelst et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

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

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

Multivariate Outlier Detection With High-Breakdown Estimators

(2010) Andrea Cerioli   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Propagation of outliers in multivariate data

(2009) Fatemah Alqallaf et al.   ANNALS OF STATISTICS

Controlling the size of multivariate outlier tests with the MCD estimator of scatter

(2008) Andrea Cerioli et al.   STATISTICS AND COMPUTING

Outlier identification in high dimensions

(2007) Peter Filzmoser et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The multivariate least-trimmed squares estimator

(2006) Jose Agulló et al.   JOURNAL OF MULTIVARIATE ANALYSIS

A test for the mean vector with fewer observations than the dimension

(2006) Muni S. Srivastava et al.   JOURNAL OF MULTIVARIATE ANALYSIS