Granger Causality Testing in High-Dimensional VARs: a Post-Double-Selection Procedure

Alain Hecq, Luca Margaritella, Stephan Smeekes

We develop an LM test for Granger causality in high-dimensional VAR models based on penalized least squares estimations. To obtain a test retaining the appropriate size after the v…