Parinthorn Manomaisaowapak

Learning A Common Granger Causality Network Using A Non-Convex Regularization

This paper proposes an estimation for learning a common Granger network of panel data. When vector time series are collected from several subjects belonging to a homogeneous group, a relationship structure of variables can be assumed to share the same topology, while the model parameters of individu…