Vector Autoregressions with Parsimoniously Time Varying Parameters and an Application to Monetary Policy

Laurent Callot, Johannes Tang Kristensen

This paper proposes a parsimoniously time varying parameter vector autoregressive model (with exogenous variables, VARX) and studies the properties of the Lasso and adaptive Lasso…