Apr 03, 2025  
Graduate Record 2006-2007 
    
Catalog Navigation
University Registrar
Catalog Home
Board of Visitors and University Administration
Academic Calendar
University of Virginia
Statement of Purpose and Goals
Tuition, Fees, Housing and Dining
Financial Aid
University Regulations
Programs and Degrees Offered
How to Read Course Listings
Graduate School of Arts and Sciences
Graduate School of Architecture
Darden Graduate School of Business Administration
Graduate School of Commerce
Curry School of Graduate Education
School of Graduate Engineering and Applied Science
School of Law
School of Medicine
School of Continuing and Professional Studies
Programs
Course Descriptions
Student Services
School of Graduate Nursing
Archived Records
Graduate Record 2006-2007 [ARCHIVED RECORD]

STAT 721 - Advanced Linear Models

Review of matrix theory (various types of generalized inverses and their properties). Theory and analysis of fixed effects linear models. Estimation of variance components in random and mixed effects linear models. Various methods of estimation of variance components such as: Henderson’s three methods, MLE, RMLE, MINQUE (and its modifications). Theory and analysis of random and mixed effects models. (O)

Prerequisites & Notes
Prerequisite: MATH 351, STAT 512, 513, 519, or instructor permission.

Credits: 3