[PS][PS] Chirality and Symmetry Measures: A Transdisciplinary Review.

M Petitjean - Entropy, 2003 - mdpi.org
Many quantitative measures of the degree of chirality or symmetry of a set have been
proposed in the literature. The main approaches from various areas are reviewed: chemistry …

Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skew t-Distribution

A Azzalini, A Capitanio - Journal of the Royal Statistical Society …, 2003 - academic.oup.com
A fairly general procedure is studied to perturb a multivariate density satisfying a weak form
of multivariate symmetry, and to generate a whole set of non-symmetric densities. The …

General notions of statistical depth function

Y Zuo, R Serfling - Annals of statistics, 2000 - JSTOR
Statistical depth functions are being formulated ad hoc with increasing popularity in
nonparametric inference for multivariate data. Here we introduce several general structures …

Multivariate functional outlier detection

M Hubert, PJ Rousseeuw, P Segaert - Statistical Methods & Applications, 2015 - Springer
Functional data are occurring more and more often in practice, and various statistical
techniques have been developed to analyze them. In this paper we consider multivariate …

Projection-based depth functions and associated medians

Y Zuo - The Annals of Statistics, 2003 - projecteuclid.org
A class of projection-based depth functions is introduced and studied. These projection-
based depth functions possess desirable properties of statistical depth functions and their …

MULTIVARIATE QUANTILES AND MULTIPLE-OUTPUT REGRESSION QUANTILES: FROM L ₁ OPTIMIZATION TO HALFSPACE DEPTH [with Discussion and …

M Hallin, D Paindaveine, M Šiman, Y Wei… - The Annals of …, 2010 - JSTOR
A new multivariate concept of quantile, based on a directional version of Koenker and
Bassett's traditional regression quantiles, is introduced for multivariate location and multiple …

[图书][B] Multivariate dispersion, central regions, and depth: the lift zonoid approach

K Mosler - 2002 - books.google.com
This book introduces a new representation of probability measures, the lift zonoid
representation, and demonstrates its usefulness in statistical applica tions. The material …

A topologically valid definition of depth for functional data

A Nieto-Reyes, H Battey - 2016 - projecteuclid.org
The main focus of this work is on providing a formal definition of statistical depth for
functional data on the basis of six properties, recognising topological features such as …

Structural properties and convergence results for contours of sample statistical depth functions

Y Zuo, R Serfling - Annals of Statistics, 2000 - JSTOR
Statistical depth functions have become increasingly used in nonparametric inference for
multivariate data. Here the contours of such functions are studied. Structural properties of the …

On a general definition of depth for functional data

I Gijbels, S Nagy - 2017 - projecteuclid.org
Supplementary material: On a general definition of depth for functional data. The document
contains the proofs of all new theoretical results stated in this paper, detailed references to …