Special topics in matrix theory; noncentral chi-square, F, and t; the multivariate normal distribution; Cochran’s theorem; point and interval estimation; one-, two-, three-, higher-way layouts; Latin squares, incomplete blocks and nested designs, analysis of covariance; random effects models; mixed models; randomization models.