Distributional Refinement Network: Distributional Forecasting via Deep Learning

Benjamin Avanzi, Eric Dong, Patrick J. Laub +1

A key task in actuarial modelling involves modelling the distributional properties of losses. Classic (distributional) regression approaches like Generalized Linear Models (GLMs; N…