Canonical forms and tests of hypotheses: Part I: The general univariate mixed model

Abstract  A class of linear models is defined which contains many of the usual mixed and random models and allows the construction of tests for a wide class of hypotheses in a general manner. Characterizations are given for this class of models denoted as "regular linear models". Problems of estimation are briefly touched and some aids to practical applications are given, followed by two examples.