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Multivariate Nonparametric Methods with R

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Cover of 'Multivariate Nonparametric Methods with R'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Multivariate location and scatter models
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    Chapter 3 Location and scatter functionals and sample statistics
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    Chapter 4 Multivariate signs and ranks
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    Chapter 5 One-sample problem: Hotelling’s T 2 -test
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    Chapter 6 One-sample problem: Spatial sign test and spatial median
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    Chapter 7 One-sample problem: Spatial signed-rank test and Hodges-Lehmann estimate
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    Chapter 8 One-sample problem: Comparisons of tests and estimates
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    Chapter 9 One-sample problem: Inference for shape
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    Chapter 10 Multivariate tests of independence
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    Chapter 11 Several-sample location problem
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    Chapter 12 Randomized blocks
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    Chapter 13 Multivariate linear regression
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    Chapter 14 Analysis of cluster-correlated data
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