Patrick Moehrke and Yongchao Huangtake us through a less data-intensive approach to mortality modelling usingBayesian neural networks
Neural networks (NNs) are gaining traction in mortality modelling, and much work has been done showing their advantages over traditional methods, such as Lee-Carter.Numerous articles and papers have demonstrated their usefulness in wider domains such as pricing and reserving, too.