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Directional Statistics

Autor: Kanti V. Mardia, Peter E. Jupp

Język:

Oprawa: Twarda

Wydawca: John Wiley & Sons Inc

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-18 dni

671.35 zł

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

Informacje o książce

Autor

Kanti V. Mardia, Peter E. Jupp

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

1999

strony

456

EAN

9780471953333

ISBN

0471953334

Enbook ID

04085910

Wydawca

John Wiley & Sons Inc

Waga

836

Wymiary

236 x 162 x 28

Pełny opis

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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