Data-Driven Dynamic Factor Modeling via Manifold Learning

Graeme Baker, Agostino Capponi, J. Antonio Sidaoui

We introduce a data-driven dynamic factor framework for modeling the joint evolution of high-dimensional covariates and responses without parametric assumptions. Standard factor mo…