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Oja, Hannu

Multivariate Nonparametric Methods with R

Oja, Hannu - Multivariate Nonparametric Methods with R, ebook

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ISBN: 9781441904683
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Table of contents

1. Introduction
Hannu Oja

2. Multivariate location and scatter models
Hannu Oja

3. Location and scatter functionals and sample statistics
Hannu Oja

4. Multivariate signs and ranks
Hannu Oja

5. One-sample problem: Hotelling’s T
2-test
Hannu Oja

6. One-sample problem: Spatial sign test and spatial median
Hannu Oja

7. One-sample problem: Spatial signed-rank test and Hodges-Lehmann estimate
Hannu Oja

8. One-sample problem: Comparisons of tests and estimates
Hannu Oja

9. One-sample problem: Inference for shape
Hannu Oja

10. Multivariate tests of independence
Hannu Oja

11. Several-sample location problem
Hannu Oja

12. Randomized blocks
Hannu Oja

13. Multivariate linear regression
Hannu Oja

14. Analysis of cluster-correlated data
Hannu Oja

Keywords: Statistics, Statistical Theory and Methods, Simulation and Modeling, Biometrics, Econometrics, Statistics for Life Sciences, Medicine, Health Sciences, Computational Mathematics and Numerical Analysis

Author(s)
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Series
Lecture Notes in Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781441904683

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