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Mardia, Kanti V.

Directional Statistics

Mardia, Kanti V. - Directional Statistics, ebook

163,70€

Ebook, PDF with Adobe DRM
ISBN: 9780470317815
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Presents new and up-dated material on both the underlying theory and the practical methodology of directional statistics, helping the reader to utilise and develop the techniques appropriate to their work.

The book is divided into three parts. The first part concentrates on statistics on the circle. Topics covered include tests of uniformity, tests of good-of-fit, inference on von Mises distributions and non-parametric methods. The second part considers statistics on spheres of arbitrary dimension, and includes a detailed account of inference on the main distributions on spheres. Recent material on correlation, regression time series, robust techniques, bootstrap methods, density estimation and curve fitting is presented. The third part considers statistics on more general sample spaces, in particular rotation groups, Stiefel manifolds, Grassmann manifolds and complex projective spaces. Shape analysis is considered from the perspective of directional statistics.

Written by leading authors in the field, this text will be invaluable not only to researchers in probability and statistics interested in the latest developments in directional statistics, but also to practitioners and researchers in many scientific fields, including astronomy, biology, computer vision, earth sciences and image analysis.

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
1999
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780470317815
Printed ISBN
9780471953333

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