below is one link for an explanation of the equivalence between AR(1) and OU so I was wrong about needing an AR(2). at a quick glance, i think OU's that can always be written as AR(1)'s ( with a correct mapping of parameters ) but not every AR(1) can be written as an OU ? http://www.puc-rio.br/marco.ind/revers.html