We generalise the spectral EM algorithm for dynamic factor models in Fiorentini, Galesi and Sentana (2014) to bifactor models with pervasive global factors complemented by regional ones. We exploit the sparsity of the loading matrices so that researchers can estimate those models by maximum...

We assess the effects of the ECB's recent unconventional monetary policy measures by estimating a global VAR that exploits panel variation among all euro area economies and explicitly takes into account cross-country interdependencies. Unconventional monetary policy measures have beneficial...