Courses of Study 2019-2020 
    
    Jun 16, 2024  
Courses of Study 2019-2020 [ARCHIVED CATALOG]

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ILRST 7170 - Theory of Linear Models

(crosslisted) ORIE 7170 , STSCI 7170 
     
Fall. 3 credits. Letter grades only.

Prerequisite: BTRY 4090 , BTRY 6020  or equivalents.

J. Booth.

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.



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