An Exposure Based Approach to Automobile Warranty Ratemaking and Reserving

Abstract
Traditional techniques for analyzing vehicle service contracts rely on loss development techniques. This session will explain why loss development is, in general, a poor method for projection. An alternative method is developed using the attributes for a particular contract. GLM or minimum bias techniques are applied to develop an individual estimated cost-per-mile for each contract using a wide variety of contract level data. The mileage patterns for the book and any underlying warranties are also directly considered.
Volume
Winter
Page
159-173
Year
2007
Categories
Financial and Statistical Methods
Statistical Models and Methods
Generalized Linear Modeling
Actuarial Applications and Methodologies
Ratemaking
Actuarial Applications and Methodologies
Reserving
Business Areas
Warranty/Service Contracts
Publications
Casualty Actuarial Society E-Forum
Authors
Lee M Bowron
John Kerper
Documents