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STAT 8260

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.

STAT 6420 or permission of department
Prerequisite or Corequisite:
STAT 6820 or STAT 4520/6520
Semester Offered:

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