Goodness-of-Fit Tests in High-Dimensional GLMs

Methodology for testing nonlinearity in the conditional mean function in low- or high-dimensional generalized linear models, and the significance of (potentially large) groups of predictors. Details on the algorithms can be found in the paper by Jankova, Shah, Buehlmann and Samworth (2019) .


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install.packages("GRPtests")

0.1.2 by Jana Jankova, 6 months ago


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


Authors: Jana Jankova [aut, cre] , Rajen Shah [aut] , Peter Buehlmann [aut] , Richard Samworth [aut]


Documentation:   PDF Manual  


GPL license


Imports glmnet, randomForest, MASS, stats, RPtests, ranger

Suggests xyz


See at CRAN