A tale of two sentiment scales: Disentangling short-run and long-run components in multivariate sentiment dynamics

Danilo Vassallo, Giacomo Bormetti, Fabrizio Lillo

We propose a novel approach to sentiment data filtering for a portfolio of assets. In our framework, a dynamic factor model drives the evolution of the observed sentiment and allow…