| Regularization paths for Cox’s proportional hazards model via coordinate descent N Simon, J Friedman, T Hastie, R Tibshirani Journal of statistical software 39 (5), 1, 2011 | 1787 | 2011 |
| A sparse-group lasso N Simon, J Friedman, T Hastie, R Tibshirani Journal of computational and graphical statistics 22 (2), 231-245, 2013 | 1461 | 2013 |
| glmnet: Lasso and elastic-net regularized generalized linear models J Friedman, T Hastie, R Tibshirani, B Narasimhan, K Tay, N Simon R package version 1 (4), 1-24, 2009 | 806 | 2009 |
| Strong rules for discarding predictors in lasso‐type problems R Tibshirani, J Bien, J Friedman, T Hastie, N Simon, J Taylor, ... Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2012 | 667 | 2012 |
| Systems analysis of sex differences reveals an immunosuppressive role for testosterone in the response to influenza vaccination D Furman, BP Hejblum, N Simon, V Jojic, CL Dekker, R Thiébaut, ... Proceedings of the National Academy of Sciences 111 (2), 869-874, 2014 | 594 | 2014 |
| New insights and faster computations for the graphical lasso DM Witten, JH Friedman, N Simon Journal of Computational and Graphical Statistics 20 (4), 892-900, 2011 | 381 | 2011 |
| Adaptive enrichment designs for clinical trials N Simon, R Simon Biostatistics 14 (4), 613-625, 2013 | 173 | 2013 |
| Comment on" Detecting Novel Associations In Large Data Sets" by Reshef Et Al, Science Dec 16, 2011 N Simon, R Tibshirani arXiv preprint arXiv:1401.7645, 2014 | 158 | 2014 |
| Standardization and the group lasso penalty N Simon, R Tibshirani Statistica Sinica 22 (3), 983, 2012 | 158 | 2012 |
| Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022 | 150 | 2022 |
| Quantitative SD-OCT imaging biomarkers as indicators of age-related macular degeneration progression L de Sisternes, N Simon, R Tibshirani, T Leng, DL Rubin Investigative ophthalmology & visual science 55 (11), 7093-7103, 2014 | 127 | 2014 |
| Glmnet for matlab J Qian, T Hastie, J Friedman, R Tibshirani, N Simon Accessed: Nov 13 (2017), 4.2-4.2, 2013 | 119 | 2013 |
| A blockwise descent algorithm for group-penalized multiresponse and multinomial regression N Simon, J Friedman, T Hastie arXiv preprint arXiv:1311.6529, 2013 | 108 | 2013 |
| Lasso and elastic-net regularized generalized linear models J Friedman, T Hastie, N Simon, R Tibshirani, MT Hastie R-package version, 2.0-5, 2016 | 85 | 2016 |
| Sparse-input neural networks for high-dimensional nonparametric regression and classification J Feng, N Simon arXiv preprint arXiv:1711.07592, 2017 | 80 | 2017 |
| Convex modeling of interactions with strong heredity A Haris, D Witten, N Simon Journal of Computational and Graphical Statistics 25 (4), 981-1004, 2016 | 77 | 2016 |
| Transcriptome sequencing of a large human family identifies the impact of rare noncoding variants X Li, A Battle, KJ Karczewski, Z Zappala, DA Knowles, KS Smith, ... The American Journal of Human Genetics 95 (3), 245-256, 2014 | 76 | 2014 |
| Using randomization tests to preserve type I error with response adaptive and covariate adaptive randomization R Simon, NR Simon Statistics & probability letters 81 (7), 767-772, 2011 | 64 | 2011 |
| Fused lasso additive model A Petersen, D Witten, N Simon Journal of Computational and Graphical Statistics 25 (4), 1005-1025, 2016 | 60 | 2016 |
| Nonparametric variable importance assessment using machine learning techniques BD Williamson, PB Gilbert, M Carone, N Simon Biometrics 77 (1), 9-22, 2021 | 59 | 2021 |
