Gaussian Process Models for Mortality Rates and Improvement Factors

Mike Ludkovski, Jimmy Risk, Howard Zail

We develop a Gaussian process ("GP") framework for modeling mortality rates and mortality improvement factors. GP regression is a nonparametric, data-driven approach for determinin…