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Lecture
Generalized Linear Models: Exponential Families and Model Construction
Description
This lecture introduces the concept of Generalized Linear Models (GLMs) by discussing exponential families, model construction, and canonical link functions. It covers topics such as inference, iterative weighted least squares, model checking, Poisson regression, mixed models, and smoothing techniques.
Official source
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