Computation and Modelling in Insurance and Finance - Erik Bølviken

Computation and Modelling in Insurance and Finance

(Autor)

Buch | Hardcover
712 Seiten
2014
Cambridge University Press (Verlag)
978-0-521-83048-5 (ISBN)
139,95 inkl. MwSt
This practical introduction outlines methods for analysing actuarial and financial risk at a fairly elementary mathematical level suitable for graduate students, actuaries and other analysts in the industry who could use simulation as a problem solver. Numerous exercises with R-code illustrate the text.
Focusing on what actuaries need in practice, this introductory account provides readers with essential tools for handling complex problems and explains how simulation models can be created, used and re-used (with modifications) in related situations. The book begins by outlining the basic tools of modelling and simulation, including a discussion of the Monte Carlo method and its use. Part II deals with general insurance and Part III with life insurance and financial risk. Algorithms that can be implemented on any programming platform are spread throughout and a program library written in R is included. Numerous figures and experiments with R-code illustrate the text. The author's non-technical approach is ideal for graduate students, the only prerequisites being introductory courses in calculus and linear algebra, probability and statistics. The book will also be of value to actuaries and other analysts in the industry looking to update their skills.

Erik Bølviken, with broad experience as an applied statistician, holds the Chair of Actuarial Science at the University of Oslo and was for many years a partner in Gabler and Partners, Oslo.

1. Introduction; Part I. Tools for Risk Analysis: 2. Getting started the Monte Carlo way; 3. Evaluating risk: a primer; 4. Monte Carlo II: improving technique; 5. Modelling I: linear dependence; 6. Modelling II: conditional and non-linear; 7. Historical estimation and error; Part II. General Insurance: 8. Modelling claim frequency; 9. Modelling claim size; 10. Solvency and pricing; 11. Liabilities over long terms; Part III. Life Insurance and Financial Risk: 12. Life and state-dependent insurance; 13. Stochastic asset models; 14. Financial derivatives; 15. Integrating risk of different origin; Appendix A. Random variables: principal tools; Appendix B. Linear algebra and stochastic vectors; Appendix C. Numerical algorithms: a third tool; References; Index.

Erscheint lt. Verlag 10.4.2014
Reihe/Serie International Series on Actuarial Science
Zusatzinfo Worked examples or Exercises; 45 Tables, black and white; 80 Line drawings, unspecified
Verlagsort Cambridge
Sprache englisch
Maße 178 x 251 mm
Gewicht 1530 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Wirtschaft Betriebswirtschaft / Management Allgemeines / Lexika
Wirtschaft Betriebswirtschaft / Management Finanzierung
Betriebswirtschaft / Management Spezielle Betriebswirtschaftslehre Versicherungsbetriebslehre
Wirtschaft Volkswirtschaftslehre Ökonometrie
Schlagworte International Series on Actuarial Science
ISBN-10 0-521-83048-6 / 0521830486
ISBN-13 978-0-521-83048-5 / 9780521830485
Zustand Neuware
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