Saturday, May 28, 2011

Multivariate Nonparametric Methods with R

Multivariate Nonparametric Methods with R



Author: Hannu Oja
Edition: 2010
Publisher: Springer
Binding: Paperback
ISBN: 1441904670



Multivariate Nonparametric Methods with R: An approach based on spatial signs and ranks (Lecture Notes in Statistics)


This book offers a new, fairly efficient, and robust alternative to analyzing multivariate data. Medical books Multivariate Nonparametric Methods with R. 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 is just replaced by different L1 norms, observation vectors are replaced by spatial signs and ranks, and so on. A unified methodology starting with the simple one-sample multivariate location problem and proceeding to the general multivariate multiple linear regression case is presented. Companion estimates and tests for scatter matrices are considered as well. The R package MNM is available for computation of the procedures Medical books Multivariate Nonparametric Methods With R - Hannu Oja (paperback). Powered by Frooition Pro Click here to view full size. Full Size Image Click to close full size. Multivariate Nonparametric Methods With R - Book NEW Author(s): Hannu Oja Format: Paperback # Pages: 232 ISBN-13: 9781441904676 Published: 04/30/2010 Language: English Weight: 0.78 pounds Brand new book. About Us Payment Shipping Customer Service FAQs Welcome to MovieMars All items are Brand New. We offer unbeatable prices, quick shipping times and a wide selection second to none. Purchases come wit

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Powered by Frooition Pro Click here to view full size. Full Size Image Click to close full size. Multivariate Nonparametric Methods With R - Book NEW Author(s): Hannu Oja Format: Paperback # Pages: 232 ISBN-13: 9781441904676 Published: 04/30/2010 Language: English Weight: 0.78 pounds Brand new book. About Us Payment Shipping Customer Service FAQs Welcome to MovieMars All items are Brand New. We offer unbeatable prices, quick shipping times and a wide selection second to none. Purchases come wit

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Multivariate Nonparametric Methods With R Springer 9781441904676 09781441904676

The Book Depository with availability on over a million titles Multivariate Nonparametric Methods with R Description: Delivery information We despatch via Royal Mail Priority Airmail. Please see below our approximate guide to how long you should expect for your books to reach you:Australia 10 working days Europe 7-10 working days Rest of the World 7-10 working days US and Canada 10- 14 working days United Kingdom 3-5 working days About us The Book Depository is working to offer the largest rang



Medical Book Multivariate Nonparametric Methods with R



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 is just replaced by different L1 norms, observation vectors are replaced by spatial signs and ranks, and so on. A unified methodology starting with the simple one-sample multivariate location problem and proceeding to the general multivariate multiple linear regression case is presented. Companion estimates and tests for scatter matrices are considered as well. The R package MNM is available for computation of the procedures. This monograph provides an up-to-date overview of the theory of multivariate nonparametric methods based on spatial signs and ranks. The classical book by Puri and Sen (1971) uses marginal signs and ranks and different type of L1 norm. The book may serve as a textbook and a general reference for the latest developments in the area. Readers are assumed to have a good knowledge of basic statistical theory as well as matrix theory.

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