Delete or Merge Regressors Algorithms for Linear and Logistic Model Selection and High-Dimensional Data

Model selection algorithms for regression and classification, where the predictors can be numerical and categorical and the number of regressors exceeds the number of observations. The selected model consists of a subset of numerical regressors and partitions of levels of factors. Aleksandra Maj-Kańska, Piotr Pokarowski and Agnieszka Prochenka (2015) . Piotr Pokarowski and Jan Mielniczuk (2015) < http://www.jmlr.org/papers/volume16/pokarowski15a/pokarowski15a.pdf>.


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install.packages("DMRnet")

0.2.0 by Agnieszka Prochenka-Sołtys, a year ago


Browse source code at https://github.com/cran/DMRnet


Authors: Agnieszka Prochenka-Sołtys , Piotr Pokarowski


Documentation:   PDF Manual  


GPL-2 license


Imports glmnet, grpreg, stats, graphics, utils


See at CRAN