To cite glmnet in publications use:
Friedman J, Hastie T, Tibshirani R (2010). “Regularization Paths for Generalized Linear Models via Coordinate Descent.” Journal of Statistical Software, 33(1), 1–22. doi:10.18637/jss.v033.i01.
If coxnet is used, please also cite:
Simon N, Friedman J, Hastie T, Tibshirani R (2011). “Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent.” Journal of Statistical Software, 39(5), 1–13. doi:10.18637/jss.v039.i05.
If glmnet is used for generalized linear models, please also cite:
Tay JK, Narasimhan B, Hastie T (2023). “Elastic Net Regularization Paths for All Generalized Linear Models.” Journal of Statistical Software, 106(1), 1–31. doi:10.18637/jss.v106.i01.
Corresponding BibTeX entries:
@Article{,
title = {Regularization Paths for Generalized Linear Models via
Coordinate Descent},
author = {Jerome Friedman and Trevor Hastie and Robert Tibshirani},
journal = {Journal of Statistical Software},
year = {2010},
volume = {33},
number = {1},
pages = {1--22},
doi = {10.18637/jss.v033.i01},
}
@Article{,
title = {Regularization Paths for Cox's Proportional Hazards Model
via Coordinate Descent},
author = {Noah Simon and Jerome Friedman and Trevor Hastie and
Robert Tibshirani},
journal = {Journal of Statistical Software},
year = {2011},
volume = {39},
number = {5},
pages = {1--13},
doi = {10.18637/jss.v039.i05},
}
@Article{,
title = {Elastic Net Regularization Paths for All Generalized
Linear Models},
author = {J. Kenneth Tay and Balasubramanian Narasimhan and Trevor
Hastie},
journal = {Journal of Statistical Software},
year = {2023},
volume = {106},
number = {1},
pages = {1--31},
doi = {10.18637/jss.v106.i01},
}