Conceptexponential family linear model

ID

exponential-family-linear-model

Kind

type

Name

exponential family linear model

Description

Any supervised, parametric model based on an exponential family of probability distributions, whose prediction function (natural parameter) is linear. This is a very large family of models, especially since we admit models that are not fit by (penalized) maximum likelihood or maximum a posteriori estimation.

Is

• supervised-model