| The elements of statistical learning: data mining, inference, and prediction T Hastie Springer, 2009 | 97310 | 2009 |
| Classification and regression trees L Breiman, J Friedman, RA Olshen, CJ Stone Chapman and Hall/CRC, 2017 | 71173 | 2017 |
| Greedy function approximation: a gradient boosting machine JH Friedman Annals of statistics, 1189-1232, 2001 | 39252 | 2001 |
| Regularization paths for generalized linear models via coordinate descent JH Friedman, T Hastie, R Tibshirani Journal of statistical software 33, 1-22, 2010 | 22066 | 2010 |
| Multivariate adaptive regression splines JH Friedman The annals of statistics 19 (1), 1-67, 1991 | 12689 | 1991 |
| The elements of statistical learning: Data mining, inference, and prediction J Friedman (No Title), 2009 | 12022* | 2009 |
| Structure, function and diversity of the healthy human microbiome nature 486 (7402), 207-214, 2012 | 12018 | 2012 |
| Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors) J Friedman, T Hastie, R Tibshirani The annals of statistics 28 (2), 337-407, 2000 | 10219 | 2000 |
| Stochastic gradient boosting JH Friedman Computational statistics & data analysis 38 (4), 367-378, 2002 | 10029 | 2002 |
| Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008 | 8178 | 2008 |
| The elements of statistical learning: data mining, inference and prediction T Hastie, R Tibshirani, J Friedman, J Franklin The Mathematical Intelligencer 27 (2), 83-85, 2005 | 4605 | 2005 |
| An algorithm for finding best matches in logarithmic expected time JH Friedman, JL Bentley, RA Finkel ACM Transactions on Mathematical Software (TOMS) 3 (3), 209-226, 1977 | 4452 | 1977 |
| Projection pursuit regression JH Friedman, W Stuetzle Journal of the American statistical Association 76 (376), 817-823, 1981 | 3507 | 1981 |
| A statistical view of some chemometrics regression tools LLE Frank, JH Friedman Technometrics 35 (2), 109-135, 1993 | 3353 | 1993 |
| Regularized discriminant analysis JH Friedman Journal of the American statistical association 84 (405), 165-175, 1989 | 3351 | 1989 |
| A projection pursuit algorithm for exploratory data analysis JH Friedman, JW Tukey IEEE Transactions on computers 100 (9), 881-890, 2006 | 2820 | 2006 |
| Estimating optimal transformations for multiple regression and correlation L Breiman, JH Friedman Journal of the American statistical Association 80 (391), 580-598, 1985 | 2763 | 1985 |
| Pathwise coordinate optimization J Friedman, T Hastie, H Höfling, R Tibshirani | 2739 | 2007 |
| Regularization paths for Cox's proportional hazards model via coordinate descent N Simon, JH Friedman, T Hastie, R Tibshirani Journal of statistical software 39, 1-13, 2011 | 2727 | 2011 |
| A sparse-group lasso N Simon, J Friedman, T Hastie, R Tibshirani Journal of computational and graphical statistics 22 (2), 231-245, 2013 | 1923 | 2013 |
