Modelling Insurance Losses in R - A Bayesian Approach

Speaker: Mick Cooney

Abstract:

Loss curves are a standard actuarial technique for estimating losses on a book of policies.

In this talk we discuss a Bayesian approach to this problem, using hierarchical models in Stan to forecast losses.

We will also discuss posterior predictive checks as a method for assessing model quality.