Modeling the Claims Development Result For Solvency Purposes

Abstract
We assume that the claims liability process satisfies the distribution-free chain-ladder model assumptions. For claims reserving at time I we predict the total ultimate claim with the information available at time I and, similarly, at time I +1 we predict the same total ultimate claim with the (updated) information available at time I +1. The claims development result at time I +1 for accounting year (I, I +1] is then defined to be the difference between these two successive predictions for the total ultimate claim. In [6, 10] we have analyzed this claims development result and we have quantified its prediction uncertainty. Here, we simplify, modify and illustrate the results obtained in [6, 10]. We emphasize that these results have direct consequences for solvency considerations and were (under the new risk-adjusted solvency regulation) already implemented in industry.

Keywords. Stochastic Claims Reserving, Chain-Ladder Method, Claims Development Result, Loss Experience, Incurred Losses Prior Accident Years, Solvency, Mean Square Error of Prediction.

Volume
Fall
Page
542-568
Year
2008
Categories
Actuarial Applications and Methodologies
Enterprise Risk Management
Processes
Analyzing/Quantifying Risks
Actuarial Applications and Methodologies
Reserving
Reserve Variability
Actuarial Applications and Methodologies
Reserving
Reserving Methods
Actuarial Applications and Methodologies
Regulation and Law
Solvency
Actuarial Applications and Methodologies
Dynamic Risk Modeling
Solvency Analysis
Publications
Casualty Actuarial Society E-Forum
Authors
Michael Merz
Mario V Wuthrich