Multivariate Nonparametric Methods with R: An Approach Based on Spatial Signs and Ranks (Lecture Notes in Statistics #199)

Hannu Oja

$109.99

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Publication Date: April 9th, 2010

Publisher:

Springer

ISBN:

9781441904676

Pages:

234

Description

Multivariate location and scatter models.- Location and scatter functionals and sample statistics.- Multivariate signs and ranks.- One-sample problem: Hotelling's T2-test.- One-sample problem: Spatial sign test and spatial median.- One-sample problem: Spatial signed-rank test and Hodges-Lehmann estimate.- One-sample problem: Comparisons of tests and estimates.- One-sample problem: Inference for shape.- Multivariate tests of independence.- Several-sample location problem.- Randomized blocks.- Multivariate linear regression.- Analysis of cluster-correlated data.

Multivariate Nonparametric Methods with R: An Approach Based on Spatial Signs and Ranks (Lecture Notes in Statistics #199)

Description

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