Abstract : This report discusses tests of hypotheses for regression parameters in the power transformation model. In this model, a simple test consists of estimating the correct scale and then performing the usual linear model F-test in this estimated scale. We explore situations in which this test has the correct level asymptotically as well as better power than Wald's test or the likelihood ratio test.