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Cover: 9781107029880 | Predictive Modeling Applications in Actuarial Science | Frees (u. a.)
Rückseite: 9781107029880 | Predictive Modeling Applications in Actuarial Science | Frees (u. a.)
Cover: 9781107029880 | Predictive Modeling Applications in Actuarial Science | Frees (u. a.)
Rückseite: 9781107029880 | Predictive Modeling Applications in Actuarial Science | Frees (u. a.)
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Predictive Modeling Applications in Actuarial Science
Buch von Edward W. Frees (u. a.)
Sprache: Englisch

107,95 €*

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Beschreibung
Predictive modeling involves the use of data to forecast future events. Building on the foundations developed in the first volume, Volume 2 examines applications of predictive modeling, focusing on property and casualty insurance, exposing readers to a variety of techniques in real-life contexts that demonstrate the value of predictive modeling.
Predictive modeling involves the use of data to forecast future events. Building on the foundations developed in the first volume, Volume 2 examines applications of predictive modeling, focusing on property and casualty insurance, exposing readers to a variety of techniques in real-life contexts that demonstrate the value of predictive modeling.
Inhaltsverzeichnis
1. Pure premium modeling using generalized linear models Ernesto Schirmacher; 2. Applying generalized linear models to insurance data - frequency-severity vs pure premium modeling Dan Tevet; 3. GLMs as predictive claim models Greg Taylor and James Sullivan; 4. Frameworks for general insurance ratemaking - beyond the generalized linear model Peng Shi and James Guszczaz; 5. Using multilevel modeling for group health insurance ratemaking - a case study from the Egyptian market Mona S. A. Hammad and Galal A. H. Harby; 6. Clustering in general insurance pricing Ji Yao; 7. Advanced unsupervised learning methods applied to insurance claims data Louise A. Francis; 8. The predictive distribution of loss reserve estimates over a finite time horizon Glenn Meyers; 9. Finite mixture model and workers compensation large loss regression analysis Luyang Fu and Xianfang Liu; 10. A framework for managing claim escalation using predictive modeling Mohamad A. Hindawi and Claudine H. Modlin; 11. Predictive modeling for usage-based auto insurance Udi Makov and Jim Weiss.
Details
Erscheinungsjahr: 2016
Fachbereich: Allgemeines
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
ISBN-13: 9781107029880
ISBN-10: 1107029880
Sprache: Englisch
Einband: Gebunden
Redaktion: Frees, Edward W.
Meyers, Glenn
Derrig, Richard A.
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 250 x 175 x 23 mm
Von/Mit: Edward W. Frees (u. a.)
Erscheinungsdatum: 04.08.2016
Gewicht: 0,76 kg
Artikel-ID: 121058434
Inhaltsverzeichnis
1. Pure premium modeling using generalized linear models Ernesto Schirmacher; 2. Applying generalized linear models to insurance data - frequency-severity vs pure premium modeling Dan Tevet; 3. GLMs as predictive claim models Greg Taylor and James Sullivan; 4. Frameworks for general insurance ratemaking - beyond the generalized linear model Peng Shi and James Guszczaz; 5. Using multilevel modeling for group health insurance ratemaking - a case study from the Egyptian market Mona S. A. Hammad and Galal A. H. Harby; 6. Clustering in general insurance pricing Ji Yao; 7. Advanced unsupervised learning methods applied to insurance claims data Louise A. Francis; 8. The predictive distribution of loss reserve estimates over a finite time horizon Glenn Meyers; 9. Finite mixture model and workers compensation large loss regression analysis Luyang Fu and Xianfang Liu; 10. A framework for managing claim escalation using predictive modeling Mohamad A. Hindawi and Claudine H. Modlin; 11. Predictive modeling for usage-based auto insurance Udi Makov and Jim Weiss.
Details
Erscheinungsjahr: 2016
Fachbereich: Allgemeines
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
ISBN-13: 9781107029880
ISBN-10: 1107029880
Sprache: Englisch
Einband: Gebunden
Redaktion: Frees, Edward W.
Meyers, Glenn
Derrig, Richard A.
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 250 x 175 x 23 mm
Von/Mit: Edward W. Frees (u. a.)
Erscheinungsdatum: 04.08.2016
Gewicht: 0,76 kg
Artikel-ID: 121058434
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