Extra Canonical Link Family Objects for Generalized Linear Models


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Documentation for package ‘CanonicalFamilyExtra’ version 1.0.0

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binomial_extra Family object for fitting binomial (e.g., logistic, probit) regression model with potentially unbounded continuous outcome
poisson_extra Family object for fitting log-linear model with potentially unbounded continuous outcome, particularly with Poisson working likelihood
screen.glmnet.extra SuperLearner screener using cv.glmnet that works with the extra families
SL.glmnet.extra SuperLearner wrapper for cv.glmnet that works with the extra families