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

By Hannu Oja

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.

• Format: Paperback
• Language: English
• ISBN: 1441904670
• ISBN13: 9781441904676
• Release Date: April 2010
• Publisher: Springer
• Length: 234 Pages
• Weight: 0.78 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"