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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| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Boca Raton ; London ; New York :
CRC Press, Taylor & Francis Group,
2019
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| Edice: | Chapman & Hall/CRC interdisciplinary statistics series
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| Žánr/forma: | elektronické knihy sborníky |
| ISBN: | 9781315228570 978-1-138-62643-0 9781138626430 |
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| On-line přístup: | Plný text |
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Obsah:
- 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