Deep Neural Networks for Semiparametric Frailty Models via H-likelihood

Hangbin Lee, IL DO HA, Youngjo Lee

For prediction of clustered time-to-event data, we propose a new deep neural network based gamma frailty model (DNN-FM). An advantage of the proposed model is that the joint maximi…