Directional Statistics

Directional Statistics
Author :
Publisher : John Wiley & Sons
Total Pages : 472
Release :
ISBN-10 : UOM:39015053172394
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Directional Statistics by : Kanti V. Mardia

Download or read book Directional Statistics written by Kanti V. Mardia and published by John Wiley & Sons. This book was released on 2000 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Observations which are directions, axes or rotations occur in many sciences, including astronomy, biology, earth sciences, image analysis, and medicine. To analyse such data it is necessary to use the techniques of directional statistics, in which the special structure of circles, spheres and rotation groups is taken into account. This book gives a unified and comprehensive account of directional statistics, presenting both the underlying statistical theory and the practical methodology. The book is divided into three parts. The first part concentrates on statistics on the circle. Topics covered include tests of uniformity, tests of goodness-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. 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.

Directional Statistics Related Books

Directional Statistics
Language: en
Pages: 472
Authors: Kanti V. Mardia
Categories: Mathematics
Type: BOOK - Published: 2000 - Publisher: John Wiley & Sons

GET EBOOK

Observations which are directions, axes or rotations occur in many sciences, including astronomy, biology, earth sciences, image analysis, and medicine. To anal
Modern Directional Statistics
Language: en
Pages: 233
Authors: Christophe Ley
Categories: Computers
Type: BOOK - Published: 2017-08-03 - Publisher: CRC Press

GET EBOOK

Modern Directional Statistics collects important advances in methodology and theory for directional statistics over the last two decades. It provides a detailed
Applied Directional Statistics
Language: en
Pages: 300
Authors: Christophe Ley
Categories: Circular data
Type: BOOK - Published: 2020-12-18 - Publisher: CRC Press

GET EBOOK

This book collects important advances in methodology and data analysis for directional statistics. It is the companion book of the more theoretical treatment pr
Statistical Analysis of Circular Data
Language: en
Pages: 300
Authors: N. I. Fisher
Categories: Mathematics
Type: BOOK - Published: 1995-10-12 - Publisher: Cambridge University Press

GET EBOOK

A unified, up-to-date account of circular data-handling techniques, useful throughout science.
Directional Statistics
Language: en
Pages: 460
Authors: Kanti V. Mardia
Categories: Mathematics
Type: BOOK - Published: 2009-09-25 - Publisher: John Wiley & Sons

GET EBOOK

Presents new and up-dated material on both the underlying theory and the practical methodology of directional statistics, helping the reader to utilise and deve