Identification analysis in directional statistics

El Khattabi, Sana; Streit, Franz

doi:10.1016/S0167-9473(96)00020-5

Scientific article

English

Identification analysis in directional statistics

ContributorsEl Khattabi, Sana; Streit, Franz

Published inComputational statistics & data analysis, vol. 23, no. 1, p. 45-63

Publication date1996

Abstract

In this article discriminant analysis is extended to directional statistics. Optimal identification rules are developed for distinguishing different distributions defined on a circle or on a sphere. Details are given for Dimroth-Watson's, Selby's, Arnold's and angular central Gaussian distributions in the case of known parameters.

Keywords

Discriminant analysis
Identification
Optimal decision rules
Probabilities ofmisclassification
Directional statistics
Angular data

Affiliation

Faculté des sciences / Section de mathématiques

Citation (ISO format)

EL KHATTABI, Sana, STREIT, Franz. Identification analysis in directional statistics. In: Computational statistics & data analysis, 1996, vol. 23, n° 1, p. 45–63. doi: 10.1016/S0167-9473(96)00020-5

Article (Published version)

Identifiers

PID : unige:12772
DOI : 10.1016/S0167-9473(96)00020-5

Commercial URLhttp://linkinghub.elsevier.com/retrieve/pii/S0167947396000205

ISSN of the journal0167-9473

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Identification analysis in directional statistics

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