ILRST 7170

Last Updated

  • Schedule of Classes - September 5, 2026 7:06PM EDT

ILRST 7170
Theory of Linear Models

Course information provided by the 2026-2027 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 background equivalent to: STSCI 4090 or STSCI 6020 or MATH 4720.

Last 4 Terms Offered 2026FA, 2025FA, 2024FA, 2023FA

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Syllabi: none

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

  • 3 Credits Stdnt Opt

  • 14991 ILRST 7170   LEC 001

  •  
    • TR
    • Aug 24 - Dec 7, 2026

    • Booth, J

  • Instruction Mode: In Person