From Depth to Local Depth: A Focus on Centrality

Exactly computing bivariate projection depth contours and median

(2012) Xiaohui Liu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

DD-Classifier: Nonparametric Classification Procedure Based onDD-Plot

(2012) Jun Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

On robust classification using projection depth

(2011) Subhajit Dutta et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Some intriguing properties of Tukey’s half-space depth

(2011) Subhajit Dutta et al.   BERNOULLI

A new statistical depth function with applications to multimodal data

(2011) W. S. Lok et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Multivariate quantiles and multiple-output regression quantiles: From L 1 optimization to halfspace depth

(2010) Marc Hallin et al.   ANNALS OF STATISTICS

Smooth depth contours characterize the underlying distribution

(2010) Linglong Kong et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Equivariance and invariance properties of multivariate quantile and related functions, and the role of standardisation

(2010) Robert Serfling   JOURNAL OF NONPARAMETRIC STATISTICS

Local depth

(2010) Claudio Agostinelli et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Outlier Detection with the Kernelized Spatial Depth Function

(2008) Yixin Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An Approach to Multivariate Covariate-Dependent Quantile Contours With Application to Bivariate Conditional Growth Charts

(2008) Ying Wei   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION