Consistency of the maximum likelihood estimators for nonstationary ARMA regressions with time trends

Abstract

For autoregressive moving averages with time trends and autoregressive unit roots, the consistency of the maximum likelihood estimators is established. General uniform approximations are established for the quadratic forms which appear in the Gaussian likelihood.