Validating the Double Chain Ladder Stochastic Claims Reserving Model

Abstract

Double chain ladder, introduced by Martínez-Miranda et al. (2012), is a statistical model to predict outstanding claim reserve. Double chain ladder and Bornhuetter-Ferguson are extensions of the originally described double chain ladder model which gain more stability through including expert knowledge via an incurred claim amounts triangle. In this paper, we introduce a third method, the incurred double chain ladder, which replicates the popular results from the classical chain ladder on incurred data. We will compare and validate these three using two data sets from major property and casualty insurers.

Volume
8
Issue
2
Page
138-160
Year
2014
Keywords
Reserving, Double-Chain Ladder, Stochastic Claims, Data Sets, predictive analytics
Categories
Actuarial Applications and Methodologies
Reserving
Publications
Variance
Authors
Tony Agbek
Martínez-Miranda, Maria Dolores
Munir Hiab
Jens Perch Nielsen
Richard J Verrall