Unit root tests based on inequality-restricted estimators

This study considers the possibility of estimating a Dickey-Fuller regression, constraining the autoregressive parameter to be at most one, and imposing prior knowledge of the sign of the drift parameter. In spite of apparently encouraging asymptotic results, it emerges that no feasible test of the unit root null hypothesis with superior finite sample properties follows from such inequality-restricted estimation.