Multivariate Nonparametric Methods with R An approach based on spatial signs and ranks /

This book offers a new, fairly efficient, and robust alternative to analyzing multivariate data. The analysis of data based on multivariate spatial signs and ranks proceeds very much as does a traditional multivariate analysis relying on the assumption of multivariate normality; the regular L2 norm...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Oja, Hannu (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Lecture Notes in Statistics,
Subjects:
Probabilities.
Econometrics.
Computer simulation.
Statistics .
Biometric identification.
Biometry.
Probability Theory.
Computer Modelling.
Statistical Theory and Methods.
Biometrics.
Biostatistics.
Online Access:Texto Completo
Table of Contents:
  • 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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