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Loss Models: From Data to Decisions, Book + Solutions Manual Set

Buch | Hardcover
2019 | 5th edition
John Wiley & Sons Inc (Verlag)
978-1-119-53808-0 (ISBN)
160,45 inkl. MwSt
A modern practical guide to building and using actuarial models.

Loss Models: From Data to Decisions is organized around the principle that actuaries build models in order to analyze risks and make decisions about managing the risks based on conclusions drawn from the analysis. In practice, one begins with data and ends with a business decision. The book flows logically from this principle. It begins with a framework for model building and a description of frequency and severity loss data typically available to actuaries. Parametric models are emphasized throughout.

The frequency and severity models are used in building aggregate loss models, in credibility-based pricing models, and in loss analysis over multiple time periods.



Designed as both an educational text as well as a professional reference, Loss Models:
Assumes little prior knowledge of insurance systems
Features many fascinating examples taken from insurance files
Contains a major instructive case study continued through each chapter
Covers the classical areas of risk theory and loss distributions
Gives a practical but rigorous treatment of modern credibility theory
Uses standard statistical concepts, methods, and notation
Provides modern computational algorithms for implementing methods
Includes free companion software available from an FTP site
Deals with many topics on CAS 4B and SOA 151 and 152 actuarial exams
Includes many exercises based on past CAS and SOA exams.

STUART A. KLUGMAN, PhD, is a professor in the College of Business and Public Administration of Drake University, Des Moines, Iowa. HARRY H. PANJER, PhD, teaches in the Department of Statistics and Actuarial Science of the University of Waterloo, Ontario. GORDON E. WILLMOT, PhD, teaches in the Department of Statistics and Actuarial Science of the University of Waterloo.

1. Modeling 2. Random variables

3. Basic distributional quantities

4. Characteristics of actuarial models

5. Continuous models

6. Discrete distributions

7. Advanced discrete distributions

8. Frequency and severity with coverage modifications

9. Aggregate loss models

10. Introduction to mathematical statistics

11. Maximum likelihood estimation

12. Frequentist estimation for discrete distributions

13. Bayesian estimation

14. Construction of empirical models

15. Model selection

16. Introduction to limited fluctuation credibility

17. Greatest accuracy credibility

18. Empirical bayes parameter estimation

19. Simulation

Erscheinungsdatum
Verlagsort New York
Sprache englisch
Maße 183 x 257 mm
Gewicht 1021 g
Themenwelt Mathematik / Informatik Mathematik
Wirtschaft Allgemeines / Lexika
Wirtschaft Betriebswirtschaft / Management Allgemeines / Lexika
Wirtschaft Betriebswirtschaft / Management Finanzierung
Betriebswirtschaft / Management Spezielle Betriebswirtschaftslehre Versicherungsbetriebslehre
Wirtschaft Volkswirtschaftslehre Ökonometrie
ISBN-10 1-119-53808-4 / 1119538084
ISBN-13 978-1-119-53808-0 / 9781119538080
Zustand Neuware
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