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Directional Statistics

Autor: Kanti V. Mardia, Peter E. Jupp

Jazyk:

Väzba: Pevná

Vydavateľ: John Wiley & Sons Inc

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

167.27 €

Presents new and up--dated material on both the underlying theory and the practical methodology of d...

Informácie o knihe

Autor

Kanti V. Mardia, Peter E. Jupp

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

1999

Stránok

456

EAN

9780471953333

ISBN

0471953334

Enbook ID

04085910

Vydavateľ

John Wiley & Sons Inc

Hmotnosť

836

Rozmery

236 x 162 x 28

Kompletný popis

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.

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Directional Statistics

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