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penalized (version 0.9-6)
L1 (lasso) and L2 (ridge) penalized estimation in GLMs and in the Cox model
Description
L1 (lasso) and L2 (ridge) penalized estimation in Generalized Linear Models and in the Cox Proportional Hazards model
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Install
install.packages('penalized')
Monthly Downloads
2,390
Version
0.9-6
License
GPL version 2 or newer
Maintainer
Jelle Goeman
Last Published
April 23rd, 2022
Functions in penalized (0.9-6)
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breslow object
Breslow estimator object
Penalized regression contrasts
Contrast functions for penalized regression
Cross-validation in penalized generalized linear models
Penalized regression
Plotting the LASSO path
Plotting the LASSO path
Netherlands Cancer Institute 70 gene signature
The 70 gene signature of the Netherlands Cancer Institute for prediction of metastasis-free survival, measured on 144 independent lymph node positive patients.
Penalized generalized linear models
Penalized regression
penfit object
Penalized regression object