Book Volume 199 2010

Multivariate Nonparametric Methods with R

An approach based on spatial signs and ranks

Authors:

ISBN: 978-1-4419-0467-6 (Print) 978-1-4419-0468-3 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages I-XIII

  2. No Access

    Chapter

    Pages 1-4

    Introduction

  3. No Access

    Chapter

    Pages 5-13

    Multivariate location and scatter models

  4. No Access

    Chapter

    Pages 15-27

    Location and scatter functionals and sample statistics

  5. No Access

    Chapter

    Pages 29-46

    Multivariate signs and ranks

  6. No Access

    Chapter

    Pages 47-57

    One-sample problem: Hotelling’s T 2-test

  7. No Access

    Chapter

    Pages 59-81

    One-sample problem: Spatial sign test and spatial median

  8. No Access

    Chapter

    Pages 83-94

    One-sample problem: Spatial signed-rank test and Hodges-Lehmann estimate

  9. No Access

    Chapter

    Pages 95-105

    One-sample problem: Comparisons of tests and estimates

  10. No Access

    Chapter

    Pages 107-129

    One-sample problem: Inference for shape

  11. No Access

    Chapter

    Pages 131-143

    Multivariate tests of independence

  12. No Access

    Chapter

    Pages 145-170

    Several-sample location problem

  13. No Access

    Chapter

    Pages 171-182

    Randomized blocks

  14. No Access

    Chapter

    Pages 183-200

    Multivariate linear regression

  15. No Access

    Chapter

    Pages 201-208

    Analysis of cluster-correlated data

  16. Back Matter

    Pages 209-232