Applied directional statistics : modern methods and case studies

This book collects important advances in methodology and data analysis for directional statistics. It is the companion book of the more theoretical treatment presented in Modern Directional Statistics (CRC Press, 2017) The field of directional statistics has received a lot of attention due to demand...

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Bibliographic Details
Other Authors:	Ley, Christophe, 1984- (Editor) Verdebout, Thomas, 1983- (Editor)
Corporate Author:	Taylor & Francis eBooks (online služba) (Distributor)
Format:	eBook
Language:	English
Published:	Boca Raton ; London ; New York : CRC Press, Taylor & Francis Group, 2019
Series:	Chapman & Hall/CRC interdisciplinary statistics series
Genre/form:	elektronické knihy sborníky
ISBN:	9781315228570 978-1-138-62643-0 9781138626430
Subjects:	matematická statistika směrová statistika
Online Access:	Plný text
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Table of Contents:

1. Directional statistics in protein bioinformatics
2. Orientations of symmetrical objects
3. Correlated cylindrical data
4. Toroidal diffusions and protein structure evolution
5. Noisy directional data
6. On modeling of SE(3) objects
7. Spatial and spatio-temporal circular processes with application to wave directions
8. Cylindrical distributions and their applications to biological data
9. Directional statistics for wildfires
10. Bayesian analysis of circular data in social and behavioral sciences
11. Nonparametric classification for circular data
12. Directional statistics in machine learning: a brief review
13. Applied directional statistics with R: an overview