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STT 867

Linear Model Methodology

Michigan State University 3 credits Statistics and Probability

Course Description

Properties of the multivariate normal distribution, Cochran's Theorem, simple and multiple linear regression models, Gauss-Markov Theorem, best linear unbiased prediction, one- and two-way ANOVA models, sums of squares, diagnostics and model selection, contingency tables and multinomial models, generalized linear models, logistic regression. Prerequisite: STT 862.

Code
STT 867
Credits
3
Subject
Statistics and Probability

Programs That Include This Course

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