Generalized linear models for insurance data /:
This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications. GLMs are used in the insurance industry to support critical decisions. Until now, no text has introduced GLMs in this context or addressed the problems specific to insurance data. Using in...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York :
Cambridge University Press,
2008.
|
| Schriftenreihe: | International series on actuarial science.
|
| Schlagworte: | |
| Online-Zugang: | DE-862 DE-863 |
| Zusammenfassung: | This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications. GLMs are used in the insurance industry to support critical decisions. Until now, no text has introduced GLMs in this context or addressed the problems specific to insurance data. Using insurance data sets, this practical, rigorous book treats GLMs, covers all standard exponential family distributions, extends the methodology to correlated data structures, and discusses recent developments which go beyond the GLM. The issues in the book are specific to insurance data, such as model selection in the presence of large data sets and the handling of varying exposure times. Exercises and data-based practicals help readers to consolidate their skills, with solutions and data sets given on the companion website. Although the book is package-independent, SAS code and output examples feature in an appendix and on the website. In addition, R code and output for all the examples are provided on the website. |
| Beschreibung: | 1 online resource (vii, 196 pages) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780511388774 0511388772 9780511380983 0511380984 0511387768 9780511387760 9780511384943 0511384947 9780511755408 0511755406 1107183731 9781107183735 1316099644 9781316099643 1281254827 9781281254825 9786611254827 661125482X 0511383096 9780511383090 |
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| 520 | |a This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications. GLMs are used in the insurance industry to support critical decisions. Until now, no text has introduced GLMs in this context or addressed the problems specific to insurance data. Using insurance data sets, this practical, rigorous book treats GLMs, covers all standard exponential family distributions, extends the methodology to correlated data structures, and discusses recent developments which go beyond the GLM. The issues in the book are specific to insurance data, such as model selection in the presence of large data sets and the handling of varying exposure times. Exercises and data-based practicals help readers to consolidate their skills, with solutions and data sets given on the companion website. Although the book is package-independent, SAS code and output examples feature in an appendix and on the website. In addition, R code and output for all the examples are provided on the website. | ||
| 505 | 0 | |a Cover; Half-title; Title; Copyright; Contents; Preface; 1 Insurance data; 2 Response distributions; 3 Exponential family responses and estimation; 4 Linear modeling; 5 Generalized linear models; 6 Models for count data; 7 Categorical responses; 8 Continuous responses; 9 Correlated data; 10 Extensions to the generalized linear model; Appendix 1 Computer code and output; Bibliography; Index | |
| 546 | |a English. | ||
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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn227163576 |
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| _version_ | 1829094622114086912 |
| adam_text | |
| any_adam_object | |
| author | Jong, Piet de |
| author2 | Heller, Gillian Z. |
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| author_GND | http://id.loc.gov/authorities/names/no2008039742 http://id.loc.gov/authorities/names/no2008039743 |
| author_facet | Jong, Piet de Heller, Gillian Z. |
| author_role | |
| author_sort | Jong, Piet de |
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| bvnumber | localFWS |
| callnumber-first | H - Social Science |
| callnumber-label | HG8782 |
| callnumber-raw | HG8782 .D45 2008eb |
| callnumber-search | HG8782 .D45 2008eb |
| callnumber-sort | HG 48782 D45 42008EB |
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| collection | ZDB-4-EBA |
| contents | Cover; Half-title; Title; Copyright; Contents; Preface; 1 Insurance data; 2 Response distributions; 3 Exponential family responses and estimation; 4 Linear modeling; 5 Generalized linear models; 6 Models for count data; 7 Categorical responses; 8 Continuous responses; 9 Correlated data; 10 Extensions to the generalized linear model; Appendix 1 Computer code and output; Bibliography; Index |
| ctrlnum | (OCoLC)227163576 |
| dewey-full | 368.01 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 368 - Insurance |
| dewey-raw | 368.01 |
| dewey-search | 368.01 |
| dewey-sort | 3368.01 |
| dewey-tens | 360 - Social problems and services; associations |
| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn227163576 |
| illustrated | Not Illustrated |
| indexdate | 2025-04-11T08:36:03Z |
| institution | BVB |
| isbn | 9780511388774 0511388772 9780511380983 0511380984 0511387768 9780511387760 9780511384943 0511384947 9780511755408 0511755406 1107183731 9781107183735 1316099644 9781316099643 1281254827 9781281254825 9786611254827 661125482X 0511383096 9780511383090 |
| language | English |
| oclc_num | 227163576 |
| open_access_boolean | |
| owner | MAIN DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| physical | 1 online resource (vii, 196 pages) |
| psigel | ZDB-4-EBA FWS_PDA_EBA ZDB-4-EBA |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Cambridge University Press, |
| record_format | marc |
| series | International series on actuarial science. |
| series2 | International series on actuarial science |
| spelling | Jong, Piet de. http://id.loc.gov/authorities/names/no2008039742 Generalized linear models for insurance data / Piet de Jong, Gillian Z. Heller. Cambridge ; New York : Cambridge University Press, 2008. 1 online resource (vii, 196 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier International series on actuarial science Includes bibliographical references and index. Print version record. This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications. GLMs are used in the insurance industry to support critical decisions. Until now, no text has introduced GLMs in this context or addressed the problems specific to insurance data. Using insurance data sets, this practical, rigorous book treats GLMs, covers all standard exponential family distributions, extends the methodology to correlated data structures, and discusses recent developments which go beyond the GLM. The issues in the book are specific to insurance data, such as model selection in the presence of large data sets and the handling of varying exposure times. Exercises and data-based practicals help readers to consolidate their skills, with solutions and data sets given on the companion website. Although the book is package-independent, SAS code and output examples feature in an appendix and on the website. In addition, R code and output for all the examples are provided on the website. Cover; Half-title; Title; Copyright; Contents; Preface; 1 Insurance data; 2 Response distributions; 3 Exponential family responses and estimation; 4 Linear modeling; 5 Generalized linear models; 6 Models for count data; 7 Categorical responses; 8 Continuous responses; 9 Correlated data; 10 Extensions to the generalized linear model; Appendix 1 Computer code and output; Bibliography; Index English. Insurance Mathematics. http://id.loc.gov/authorities/subjects/sh85066815 Linear models (Statistics) http://id.loc.gov/authorities/subjects/sh85077177 Assurance Mathématiques. BUSINESS & ECONOMICS Insurance Risk Assessment & Management. bisacsh Insurance Mathematics fast Linear models (Statistics) fast Models lineals (Estadística) lemac Assegurances Models matemàtics. lemac Assegurances Matemàtica. lemac Heller, Gillian Z. http://id.loc.gov/authorities/names/no2008039743 has work: Generalized linear models for insurance data (Text) https://id.oclc.org/worldcat/entity/E39PCFVj3rq8XkpFBhwhBftX8d https://id.oclc.org/worldcat/ontology/hasWork Print version: Jong, Piet de. Generalized linear models for insurance data. Cambridge ; New York : Cambridge University Press, 2008 9780521879149 0521879140 (OCoLC)166382264 International series on actuarial science. http://id.loc.gov/authorities/names/n2004090956 |
| spellingShingle | Jong, Piet de Generalized linear models for insurance data / International series on actuarial science. Cover; Half-title; Title; Copyright; Contents; Preface; 1 Insurance data; 2 Response distributions; 3 Exponential family responses and estimation; 4 Linear modeling; 5 Generalized linear models; 6 Models for count data; 7 Categorical responses; 8 Continuous responses; 9 Correlated data; 10 Extensions to the generalized linear model; Appendix 1 Computer code and output; Bibliography; Index Insurance Mathematics. http://id.loc.gov/authorities/subjects/sh85066815 Linear models (Statistics) http://id.loc.gov/authorities/subjects/sh85077177 Assurance Mathématiques. BUSINESS & ECONOMICS Insurance Risk Assessment & Management. bisacsh Insurance Mathematics fast Linear models (Statistics) fast Models lineals (Estadística) lemac Assegurances Models matemàtics. lemac Assegurances Matemàtica. lemac |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85066815 http://id.loc.gov/authorities/subjects/sh85077177 |
| title | Generalized linear models for insurance data / |
| title_auth | Generalized linear models for insurance data / |
| title_exact_search | Generalized linear models for insurance data / |
| title_full | Generalized linear models for insurance data / Piet de Jong, Gillian Z. Heller. |
| title_fullStr | Generalized linear models for insurance data / Piet de Jong, Gillian Z. Heller. |
| title_full_unstemmed | Generalized linear models for insurance data / Piet de Jong, Gillian Z. Heller. |
| title_short | Generalized linear models for insurance data / |
| title_sort | generalized linear models for insurance data |
| topic | Insurance Mathematics. http://id.loc.gov/authorities/subjects/sh85066815 Linear models (Statistics) http://id.loc.gov/authorities/subjects/sh85077177 Assurance Mathématiques. BUSINESS & ECONOMICS Insurance Risk Assessment & Management. bisacsh Insurance Mathematics fast Linear models (Statistics) fast Models lineals (Estadística) lemac Assegurances Models matemàtics. lemac Assegurances Matemàtica. lemac |
| topic_facet | Insurance Mathematics. Linear models (Statistics) Assurance Mathématiques. BUSINESS & ECONOMICS Insurance Risk Assessment & Management. Insurance Mathematics Models lineals (Estadística) Assegurances Models matemàtics. Assegurances Matemàtica. |
| work_keys_str_mv | AT jongpietde generalizedlinearmodelsforinsurancedata AT hellergillianz generalizedlinearmodelsforinsurancedata |