Loss data analysis: the maximum entropy approach
This volume deals with two complementary topics. On one hand the book deals with the problem of determining the the probability distribution of a positive compound random variable, a problem which appears in the banking and insurance industries, in many areas of operational research and in reliabili...
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Hauptverfasser: | , , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin ; Boston
De Gruyter
[2023]
|
Ausgabe: | 2nd, extended edition |
Schriftenreihe: | De Gruyter STEM
|
Schlagworte: | |
Online-Zugang: | DE-1043 DE-1046 DE-858 DE-859 DE-860 DE-863 DE-862 DE-91 DE-706 DE-739 URL des Erstveröffentlichers |
Zusammenfassung: | This volume deals with two complementary topics. On one hand the book deals with the problem of determining the the probability distribution of a positive compound random variable, a problem which appears in the banking and insurance industries, in many areas of operational research and in reliability problems in the engineering sciences. On the other hand, the methodology proposed to solve such problems, which is based on an application of the maximum entropy method to invert the Laplace transform of the distributions, can be applied to many other problems. The book contains applications to a large variety of problems, including the problem of dependence of the sample data used to estimate empirically the Laplace transform of the random variable. |
Beschreibung: | 1 Online-Ressource (XII, 210 Seiten) Illustrationen, Diagramme |
ISBN: | 9783111048185 9783111049700 |
DOI: | 10.1515/9783111048185 |
Internformat
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Datensatz im Suchindex
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author | Gzyl, Henryk 1946- Gomes-Gonçalves, Erika Mayoral, Silvia |
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author_facet | Gzyl, Henryk 1946- Gomes-Gonçalves, Erika Mayoral, Silvia |
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author_sort | Gzyl, Henryk 1946- |
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discipline | Technik Informatik Mathematik |
discipline_str_mv | Technik Informatik Mathematik |
doi_str_mv | 10.1515/9783111048185 |
edition | 2nd, extended edition |
format | Electronic eBook |
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isbn | 9783111048185 9783111049700 |
language | English |
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physical | 1 Online-Ressource (XII, 210 Seiten) Illustrationen, Diagramme |
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spellingShingle | Gzyl, Henryk 1946- Gomes-Gonçalves, Erika Mayoral, Silvia Loss data analysis the maximum entropy approach COMPUTERS / Database Management / Data Mining bisacsh Risikoanalyse (DE-588)4137042-9 gnd Maximum-Entropie-Methode (DE-588)4277537-1 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
subject_GND | (DE-588)4137042-9 (DE-588)4277537-1 (DE-588)4121894-2 |
title | Loss data analysis the maximum entropy approach |
title_auth | Loss data analysis the maximum entropy approach |
title_exact_search | Loss data analysis the maximum entropy approach |
title_exact_search_txtP | Loss data analysis the maximum entropy approach |
title_full | Loss data analysis the maximum entropy approach Henryk Gzyl, Silvia Mayoral, and Erika Gomes-Gonçalves |
title_fullStr | Loss data analysis the maximum entropy approach Henryk Gzyl, Silvia Mayoral, and Erika Gomes-Gonçalves |
title_full_unstemmed | Loss data analysis the maximum entropy approach Henryk Gzyl, Silvia Mayoral, and Erika Gomes-Gonçalves |
title_short | Loss data analysis |
title_sort | loss data analysis the maximum entropy approach |
title_sub | the maximum entropy approach |
topic | COMPUTERS / Database Management / Data Mining bisacsh Risikoanalyse (DE-588)4137042-9 gnd Maximum-Entropie-Methode (DE-588)4277537-1 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
topic_facet | COMPUTERS / Database Management / Data Mining Risikoanalyse Maximum-Entropie-Methode Wahrscheinlichkeitsverteilung |
url | https://doi.org/10.1515/9783111048185 |
work_keys_str_mv | AT gzylhenryk lossdataanalysisthemaximumentropyapproach AT gomesgoncalveserika lossdataanalysisthemaximumentropyapproach AT mayoralsilvia lossdataanalysisthemaximumentropyapproach |