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Generalized Additive Models for Location, Scale and Shape

Generalized Additive Models for Location, Scale and Shape

Summary A general class of statistical models for a univariate response variable is presented which we call the generalized additive model for location, scale and shape (GAMLSS). The model assumes independent observations of the response variable y given the parameters, the explanatory variables and the values of the random effects. …