Courses of Study 2013-2014 
    Jun 21, 2024  
Courses of Study 2013-2014 [ARCHIVED CATALOG]

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STSCI 7170 - Theory of Linear Models

Fall. 3 credits.

Prerequisites: BTRY 4090  , BTRY 6020  , or equivalents.

D. Matteson.

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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