Theory of Linear Models Credit Hours: 3 hours Theory of the linear model is studied. Topics include a review of linear algebra; distribution theory; full and non-full rank linear models; ordinary and generalized least squares; maximum and restricted maximum likelihood estimation; prediction, inference, estimability, analysis of variance, restricted models, reparameterization, and mixed-effect models. Prerequisites: STAT 6420 or permission of department Prerequisite or Corequisite: STAT 6820 or STAT 4520/6520 Semester Offered: Spring Level: Graduate
