Generalized Linear Models for Insurance Data

Generalized Linear Models for Insurance Data Gillian Z. Heller, Piet De Jong is available to download

Generalized Linear Models for Insurance Data Gillian Z.Generalized Linear Models for ... Textbook Heller, Piet De Jong
Type:	eBook
Released:	2008
Publisher:	Cambridge University Press
Page Count:	208
Format:	pdf
Language:	English
ISBN-10:	0521879140
ISBN-13:	9780521879149

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.