| 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 | 2343 | 2011 |
| A sparse-group lasso N Simon, J Friedman, T Hastie, R Tibshirani Journal of computational and graphical statistics 22 (2), 231-245, 2013 | 1717 | 2013 |
| glmnet: Lasso and elastic-net regularized generalized linear models J Friedman, T Hastie, R Tibshirani, B Narasimhan, K Tay, N Simon, J Qian, ... Astrophysics Source Code Library, ascl: 2308.011, 2023 | 1011 | 2023 |
| 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 | 784 | 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 | 729 | 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 | 432 | 2011 |
| 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 | 232 | 2022 |
| Adaptive enrichment designs for clinical trials N Simon, R Simon Biostatistics 14 (4), 613-625, 2013 | 207 | 2013 |
| Standardization and the group lasso penalty N Simon, R Tibshirani Statistica Sinica 22 (3), 983, 2012 | 193 | 2012 |
| 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 | 181* | 2014 |
| 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 | 152 | 2014 |
| Glmnet for matlab J Qian, T Hastie, J Friedman, R Tibshirani, N Simon | 136 | 2013 |
| A blockwise descent algorithm for group-penalized multiresponse and multinomial regression N Simon, J Friedman, T Hastie arXiv preprint arXiv:1311.6529, 2013 | 121 | 2013 |
| Sparse-input neural networks for high-dimensional nonparametric regression and classification J Feng, N Simon arXiv preprint arXiv:1711.07592, 2017 | 120 | 2017 |
| Nonparametric variable importance assessment using machine learning techniques BD Williamson, PB Gilbert, M Carone, N Simon Biometrics 77 (1), 9-22, 2021 | 111 | 2021 |
| A general framework for inference on algorithm-agnostic variable importance BD Williamson, PB Gilbert, NR Simon, M Carone Journal of the American Statistical Association 118 (543), 1645-1658, 2023 | 105* | 2023 |
| Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... Medrxiv, 2021.02. 03.21250974, 2021 | 91 | 2021 |
| Convex modeling of interactions with strong heredity A Haris, D Witten, N Simon Journal of Computational and Graphical Statistics 25 (4), 981-1004, 2016 | 87 | 2016 |
| Discontinuation versus continuation of hypertonic saline or dornase alfa in modulator treated people with cystic fibrosis (SIMPLIFY): results from two parallel, multicentre … N Mayer-Hamblett, F Ratjen, R Russell, SH Donaldson, KA Riekert, ... The Lancet Respiratory Medicine 11 (4), 329-340, 2023 | 84 | 2023 |
| 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 | 84 | 2014 |
