A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

Todd Clark, Florian Huber, Gary Koop

This paper proposes a vector autoregression augmented with nonlinear factors that are modeled nonparametrically using regression trees. There are four main advantages of our model.…