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Northern Illinois University Course Info

Dekalb, Illinois

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STAT 644

Generalized Linear Models

Topics on generalized linear models, such as the exponential family of distributions, maximum likelihood estimation and inference, normal linear models, logistic regression for binary outcomes, nominal and ordinal logistic models, and Poisson regression and log-linear models

Units: 3.0

Prerequisites:
STAT 611 - Theory of Statistics II