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"item_title" : "Multivariate Nonparametric Methods with R",
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"item_description" : "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.",
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Multivariate Nonparametric Methods with R : An Approach Based on Spatial Signs and Ranks
by Hannu Oja
Overview
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.
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Details
- ISBN-13: 9781441904676
- ISBN-10: 1441904670
- Publisher: Springer
- Publish Date: April 2010
- Dimensions: 9.21 x 6.14 x 0.53 inches
- Shipping Weight: 0.78 pounds
- Page Count: 234
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