Bayesian regression

Effective experience rating for large insurance portfolios via surrogate modeling

Experience rating in insurance uses a Bayesian credibility model to upgrade the current premiums of a contract by taking into account policyholders' attributes and their claim history. Most data-driven models used for this task are mathematically …