Medeiros, Marcelo C.; Mendes, Eduardo F. - Departamento de Economia, Pontifícia Universidade … - 2015
In this paper we show the validity of the adaptive LASSO procedure in estimating stationary ARDL(p,q) models with GARCH innovations. We show that, given a set of initial weights, the adaptive Lasso selects the relevant variables with probability converging to one. Afterwards, we show that the...