STAT 8260 - Theory of Linear Models

Institution:

University of Georgia

Subject:

Description:

Theory of the linear model is introduced. Topics include a review of relevant linear algebra, distribution theory, the full and non-full rank linear models, ordinary and generalized least squares and maximum likelihood estimation, prediction, interval estimation and hypothesis tests, estimability, analysis of variance, restricted models, reparameterization, and mixed models.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.uga.edu

Phone Number:

(706) 542-3000

Regional Accreditation:

Southern Association of Colleges and Schools

Calendar System:

Semester

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