Introducing shrinkage in heavy-tailed state space models to predict equity excess returns

Florian Huber, Gregor Kastner, Michael Pfarrhofer

We forecast S&P 500 excess returns using a flexible Bayesian econometric state space model with non-Gaussian features at several levels. More precisely, we control for overparamete…