← Theoretical / proof-based

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In this program

Logistic regression for binomial data
Poisson
Negative binomial regression
Gamma regression for continuous positive data
Ordinal
Multinomial models (introduction)
Zero-inflated
Hurdle models (overview)

Common models

Multinomial models (introduction)

Generalized linear models · Theoretical / proof-based

Topic

Multinomial models (introduction)

Practice by unit: Common models

Graduate Generalized linear models — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).

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