A Method to Estimate Probability Levels for Loss Reserves

This paper explores the collective risk model as a vehicle for estimating the probability distribution for reserves. Though the basic model has been suggested in the past and it provides a direct means to estimate process uncertainty. It does not directly address the potentially more significant problem of parameter uncertainty. This paper presents some techniques to estimate parameter uncertainty and, to some extent, also uncertainty regarding projection model selection inherent in reserve estimates.