Pricing to Optimize an Insurer's Risk-Return Relation

Abstract
It is appealing to estimate loss discount rates and risk loads for categories of an insurer’s premium by using the categories’ contributions to surplus variation. However, as will be explained, there has been a theoretical obstacle to this approach. This paper presents a method that overcomes the obstacle. It produces a surprisingly simple result. The risk load (in dollars) of a category is proportional to the covariance of the yearly return on surplus with the category’s yearly profit. The paper analyzes the use of the above result to optimize an insurer’s risk-return relation. Some examples of computation of risk loads and risk-based discount rates for losses are presented. The relationship between the method of this paper, the Capital Asset Pricing Model, and several other models is discussed. Keyword: Profit, Risk
Volume
LXXXIII
Page
41-74
Year
1996
Categories
Actuarial Applications and Methodologies
Ratemaking
Trend and Loss Development
Investment Income
Actuarial Applications and Methodologies
Ratemaking
Trend and Loss Development
Required Profit
Financial and Statistical Methods
Risk Pricing and Risk Evaluation Models
Covariance Methods
Actuarial Applications and Methodologies
Reserving
Discounting of Reserves
Financial and Statistical Methods
Risk Pricing and Risk Evaluation Models
Systematic Risk Models
Publications
Proceedings of the Casualty Actuarial Society
Authors
Daniel F Gogol