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To cite the penalized package in publications use:
Goeman J (2010). “L1 penalized estimation in the Cox proportional hazards model.” Biometrical Journal, -14.
Goeman J, Meijer R, Chaturvedi N, Lueder M (2025). Penalized: L1 (lasso and fused lasso) and L2 (ridge) penalized estimation in GLMs and in the Cox model. R package version 0.9-53.
Corresponding BibTeX entries:
@Article{,
title = {L1 penalized estimation in the Cox proportional hazards
model},
author = {Jelle Goeman},
journal = {Biometrical Journal},
number = {52},
issue = {1},
pages = {-14},
year = {2010},
}
@Manual{,
title = {Penalized: L1 (lasso and fused lasso) and L2 (ridge)
penalized estimation in GLMs and in the Cox model},
author = {Jelle Goeman and Rosa Meijer and Nimisha Chaturvedi and
Matthew Lueder},
year = {2025},
note = {R package version 0.9-53},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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