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 Correquisite:
STAT 6820 or STAT 4520/6520
Semester Offered:
Spring
Level: