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}, }