Nonparametric analysis of univariate heavy-tailed data research and practice:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Chichester, West Sussex, Eng.
John Wiley
©2007
|
| Series: | Wiley Series in Probability and Statistics
|
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Item Description: | Includes bibliographical references and index Heavy-tailed distributions are typical for phenomena in complex multi-component systems such as biometry, economics, ecological systems, sociology, web access statistics, internet traffic, biblio-metrics, finance and business. The analysis of such distributions requires special methods of estimation due to their specific features. These are not only the slow decay to zero of the tail, but also the violation of Cramer's condition, possible non-existence of some moments, and sparse observations in the tail of the distribution. The book focuses on the methods of statistical analysis of heavy-tail |
| Physical Description: | 1 Online-Ressource (342 pages) |
| ISBN: | 9780470723609 0470723602 9780470723593 0470723599 |
Staff View
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| id | DE-604.BV043386791 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:31Z |
| institution | BVB |
| isbn | 9780470723609 0470723602 9780470723593 0470723599 |
| language | English |
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| spelling | Markovich, Natalia Verfasser aut Nonparametric analysis of univariate heavy-tailed data research and practice Natalia Markovich Chichester, West Sussex, Eng. John Wiley ©2007 1 Online-Ressource (342 pages) txt rdacontent c rdamedia cr rdacarrier Wiley Series in Probability and Statistics Includes bibliographical references and index Heavy-tailed distributions are typical for phenomena in complex multi-component systems such as biometry, economics, ecological systems, sociology, web access statistics, internet traffic, biblio-metrics, finance and business. The analysis of such distributions requires special methods of estimation due to their specific features. These are not only the slow decay to zero of the tail, but also the violation of Cramer's condition, possible non-existence of some moments, and sparse observations in the tail of the distribution. The book focuses on the methods of statistical analysis of heavy-tail MATHEMATICS / Probability & Statistics / General bisacsh Nichtparametrische Statistik swd Nonparametric statistics / Research Nichtparametrische Statistik (DE-588)4226777-8 gnd rswk-swf Nichtparametrische Statistik (DE-588)4226777-8 s 1\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 0-470-51087-0 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-51087-2 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470723609 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Markovich, Natalia Nonparametric analysis of univariate heavy-tailed data research and practice MATHEMATICS / Probability & Statistics / General bisacsh Nichtparametrische Statistik swd Nonparametric statistics / Research Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| subject_GND | (DE-588)4226777-8 |
| title | Nonparametric analysis of univariate heavy-tailed data research and practice |
| title_auth | Nonparametric analysis of univariate heavy-tailed data research and practice |
| title_exact_search | Nonparametric analysis of univariate heavy-tailed data research and practice |
| title_full | Nonparametric analysis of univariate heavy-tailed data research and practice Natalia Markovich |
| title_fullStr | Nonparametric analysis of univariate heavy-tailed data research and practice Natalia Markovich |
| title_full_unstemmed | Nonparametric analysis of univariate heavy-tailed data research and practice Natalia Markovich |
| title_short | Nonparametric analysis of univariate heavy-tailed data research and practice |
| title_sort | nonparametric analysis of univariate heavy tailed data research and practice |
| topic | MATHEMATICS / Probability & Statistics / General bisacsh Nichtparametrische Statistik swd Nonparametric statistics / Research Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / General Nichtparametrische Statistik Nonparametric statistics / Research |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470723609 |
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