Factorial analysis of variance designs are often analyzed with multiple reg
ression employing a matrix of coded variates. The use of dummy coded variat
es to rest hypotheses about main effects can produce results that vary with
the choice of dummy coding when certain types of hypotheses are tested. Th
e problem is illustrated with an example data set and the nature of the pro
blem is clarified.