What is a Generalized Linear Model? A traditional linear model is of the form where y i is the response variable for the i th observation. The quantity x i is a column vector of covariates, or ...

Formulation of the Mixed Model The previous general linear model is certainly a useful one (Searle 1971), and it is the one fitted by the GLM procedure. However, many times the distributional ...

James T. Thorson, Mayumi L. Arimitsu, Taal Levi, Gretchen H. Roffler, Diet analysis using generalized linear models derived from foraging processes using R package mvtweedie, Ecology, Vol. 103, No. 5 ...

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...