To cite glmnet in publications use: Friedman J, Tibshirani R, Hastie T (2010). “Regularization Paths for Generalized Linear Models via Coordinate Descent.” _Journal of Statistical Software_, *33*(1), 1-22. doi:10.18637/jss.v033.i01 . A BibTeX entry for LaTeX users is @Article{, title = {Regularization Paths for Generalized Linear Models via Coordinate Descent}, author = {Jerome Friedman and Robert Tibshirani and Trevor Hastie}, journal = {Journal of Statistical Software}, year = {2010}, volume = {33}, number = {1}, pages = {1--22}, doi = {10.18637/jss.v033.i01}, } If coxnet is used, please also cite: Simon N, Friedman J, Tibshirani R, Hastie T (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 . A BibTeX entry for LaTeX users is @Article{, title = {Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent}, author = {Noah Simon and Jerome Friedman and Robert Tibshirani and Trevor Hastie}, journal = {Journal of Statistical Software}, year = {2011}, volume = {39}, number = {5}, pages = {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 . A BibTeX entry for LaTeX users is @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}, }