The consistency of the L1norm estimates in arma models
The L1-norm estimates of the ARMA model parameters are shown to be strongly consistent via a recent result obtained by Dupacova and Wets and based on nonsmooth analysis. Moreover, a stationarity and invertibility condition avoiding the usual assumption of finite variance is given and some properties of the stationarity and invertibility region are presented.