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Multivariate Nonparametric Methods with R: An Approach Based on Spatial Signs and Ranks

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Multivariate Nonparametric Methods with R: An Approach Based on Spatial Signs and Ranks - Oja, Hannu
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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.- ...

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Multivariate Nonparametric Methods with R: An Approach Based on Spatial Signs and Ranks 2010, Springer, New York, NY

ISBN-13: 9781441904676

2010 edition

Trade paperback