Mortality rate forecasting: can recurrent neural networks beat the Lee-Carter model?

Gábor Petneházi, József Gáll

This article applies a long short-term memory recurrent neural network to mortality rate forecasting. The model can be trained jointly on the mortality rate history of different co…