Large and Deep Factor Models

Bryan Kelly, Boris Kuznetsov, Semyon Malamud +1

We show that a deep neural network (DNN) trained to construct a stochastic discount factor (SDF) admits an additive decomposition separating nonlinear characteristic discovery from…