A vector autoregressive model for 1(2) processes which allows for trend-sta
tionary components and restricts the deterministic part of the process to b
e at most linear is defined. A two-step statistical analysis of the model i
s derived. The joint test of 1(1) and 1(2) cointegrating ranks is shown to
be asymptotically similar with respect to the drift terms and the asymptoti
c distribution is tabulated. The cointegrating parameters are shown to be m
ixed Gaussian and an application for UK monetary data illustrates the propo
sed analysis. (C) 1999 Elsevier Science S.A. All rights reserved. JEL class
ification. C32; C51; C52.