We consider AR(q) models in time series with asymmetric innovations represented by two families of distributions: (i) gamma with support IR : (0 , \infty), and (ii) generalized logistic with support IR : (- \infty, \infty). Since the ML (maximum likelihood) estimators are intractable, we derive...