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Nonparametric Statistics on Manifolds and Their Applications,9781439820506
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Nonparametric Statistics on Manifolds and Their Applications

by ;
Edition:
1st
ISBN13:

9781439820506

ISBN10:
1439820503
Format:
Hardcover
Pub. Date:
7/26/2016
Publisher(s):
CRC Press

Questions About This Book?

What version or edition is this?
This is the 1st edition with a publication date of 7/26/2016.
What is included with this book?
  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.

Summary

Requiring only a background in mathematical statistics or analysis, this book provides the first comprehensive look at the statistics of manifolds. It presents location and spread parameters for distribution on manifolds, followed by key large sample theory results. The text also addresses inference of two samples, nonparametric MANOVA, principal component analysis, and density estimation on manifolds. A special section is dedicated to a nonparametric statistical analysis on certain special manifolds arising in statistics. The final part of the text focuses on concrete applications in astronomy, image analysis, medical imaging, bioinformatics, and pattern recognition.


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