Unit Root

is unit root a problem for all time series - including linear and log linear trend models- or is it just an issue for AR models

Unit Root is an issue with AR model only. Time Series are required to be Covariance Stationary and Unit root violates it. Hence, Mean Reverting Unit root condition is proposed.