Jul 22, 2024  
2023-2024 Graduate Catalog 
    
2023-2024 Graduate Catalog [ARCHIVED CATALOG]

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MATH 8010:The Theory of Linear Models

3 Credit Hours
Prerequisite: STAT 7210  or equivalent.
This course provides a solid foundation of the theory behind linear statistical models for continuous responses. Students will learn to conceptualize linear statistical models using matrix algebra. The course begins with a review of linear algebra, probability theory, the multivariate normal distribution, and quadratic forms. Topics will include but not be limited to: simple and multiple regression, parameter estimation and interpretation, hypothesis testing, prediction, model diagnostics, model comparison, and variable selection.



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