A Monte Carlo investigation of the size and power of tests employing sattertwaite's synthetic mean squares

Abstract

Satterthwaite (1941) demonstrated that the ratio of linear combinations of mean squares follows approximately an F distribution. The validity of this approximation with respect to the size and power of tests employing it for a particular model is investigated here by Monte Carlo methods. Two different methods of constructing the test statistic are compared.