ILRST 7170

Last Updated

  • Schedule of Classes - March 17, 2025 8:55AM EDT

ILRST 7170
Theory of Linear Models

Course information provided by the 2025-2026 Catalog.

Properties of the multivariate normal distribution. Distribution theory for quadratic forms. Properties of least squares and maximum likelihood estimates. Methods for fixed-effect models of less than full rank. Analysis of balanced and unbalanced mixed-effects models. Restricted maximum likelihood estimation. Some use of software packages and illustrative examples.


Prerequisites REF-FA25/Corequisites REF-FA25 BTRY 4090 or MATH 4720, BTRY 6020, or equivalents. Corequisites: None.

Last 4 terms offered (None)

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Syllabi: none

  •   Regular Academic Session.  Combined with: ORIE 7170, STSCI 7170

  • 3 Credits Opt NoAud

  •  5450 ILRST 7170   LEC 001

  •  
    • TR
    • Aug 25 - Dec 8, 2025

    • Yang, D

  • Instruction Mode: In Person