Variance Papers Published March 7-11

A new paper has been published on the Variance website:

“Gaussian Process Models for Incremental Loss Ratios”
By Michael Ludkovski and Howard Zail

The authors of this paper develop a probabilistic model of loss development triangles based on Gaussian processes (GP), implement Bayesian GPs using R and Stan, and test performance over the NAIC database.