Group-Adaptive Elastic Net Penalised Generalised Linear Models

Fit linear and logistic regression models penalised with group-adaptive elastic net penalties. The group penalties correspond to groups of covariates defined by a co-data group set. The method accommodates inclusion of unpenalised covariates and overlapping groups. See Van Nee et al. (2021) .


Reference manual

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1.0 by Mirrelijn M. van Nee, 3 months ago

Browse source code at

Authors: Mirrelijn M. van Nee [aut, cre] , Tim van de Brug [aut] , Mark A. van de Wiel [aut]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports glmnet, stats, Matrix, multiridge, mvtnorm

Suggests ggplot2, ecpc

See at CRAN