In this paper, using a certain simulation strategy, for the exact maximum likelihood estimator of θ from the MA(1), we estimate appropriate percentiles, together with their standard errors, offering a new set of critical values for testing in finite samples Ho: θ=-1 against H1: θ>-1. In this way, appropriate regions for rejecting the null or being in uncertainty are defined, regardless of the values of MA(1) parameters.
