The mixed model of analysis of variance is a linear model in which som
e terms that would otherwise be unknown constants are, in fact, unobse
rvable realizations of random variables. Estimation procedures for the
constants and for the realized random variables are reviewed, with em
phasis on their matrix features. (C) 1997 Elsevier Science Inc.