Maximum likelihood analysis of the mixed model: the balanced case

Abstract

The primary purpose of this paper is to develop, analytically, the inverse of the covariance matrix for the mixed analysis-of-variance model with balanced data. The use of this matrix in the identification of minimal sufficient statistics and in developing the likelihood equations is illustrated.

Keywords:

• covariance
• variance components