STAT 6611: Theory and Applications of Linear Models
Credits: 3. Contact Hours: Lecture 3.
Prereq: STAT 5502 and STAT 5542
Matrix preliminaries, estimability, theory of least squares and of best linear unbiased estimation, analysis of variance and covariance, distribution of quadratic forms, extension of theory to mixed and random effects models, restricted maximum likelihood estimation and inference for variance components.
(Typically Offered: Fall)