Unit 13 : The Generalized Linear Model

It's about time!!

Remember that the "y's" in our models are also called "responses", and the X's are called "explanatory" variables.

explanatory
response categorical nominal
(> 2 categories)
continuous mixture
binary ordered
categorical binary contingency tables
logistic regression
loglinear models
bin-ordered generalized logistic regression
log-linear models
dose-response
logistic regression
Generalized logistic regression
ordered ord-bin ord-ord b b b
nominal
(>2 categories)
contingency tables
loglinear models
nom-ord Contingency tables
log-linear models
Forest plots Multilevel structure
continuous t-test conts-ord Analysis of Variance multiple regression Analysis of Covariance
Multiple regression
Abapted from Dobson An Introduction to Generalized Linear Models(see references).


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