Courses of Study 2013-2014 
    
    Dec 06, 2021  
Courses of Study 2013-2014 [ARCHIVED CATALOG]

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ILRST 3120 - Applied Regression Methods


Spring. 4 credits. Letter grades only.

Prerequisite: ILRST 2100  or equivalent.

P. Velleman.

Reviews matrix algebra necessary to analyze regression models. Covers multiple linear regression, analysis of variance, nonlinear regression, and linear logistic regression models. For these models, least squares and maximum likelihood estimation, hypothesis testing, model selection, and diagnostic procedures are considered. Illustrative examples are taken from the social sciences. Computer packages are used.



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