Gaussian Process Models for Actuarial Science
We have written in collaboration Professor Michael Ludkowski and Ph.D candidate James Risk of U.C. Santa Barbara, a paper introducing Gaussian Processes (GPs) to the actuarial community. Our paper has focused on a practical implementation of GPs in mortality analysis. A pre-publication version of the paper can be found here: https://arxiv.org/abs/1608.08291 GPs are an extremely powerful …