| The elements of statistical learning: data mining, inference, and prediction T Hastie, R Tibshirani, JH Friedman, JH Friedman springer 2, 1-758, 2009 | 89072 | 2009 |
| Classification and regression trees L Breiman, J Friedman, RA Olshen, CJ Stone Routledge, 2017 | 69153 | 2017 |
| Greedy function approximation: a gradient boosting machine JH Friedman Annals of statistics, 1189-1232, 2001 | 32416 | 2001 |
| Regularization paths for generalized linear models via coordinate descent JH Friedman, T Hastie, R Tibshirani Journal of statistical software 33, 1-22, 2010 | 19594 | 2010 |
| Multivariate adaptive regression splines JH Friedman The annals of statistics 19 (1), 1-67, 1991 | 12069 | 1991 |
| The elements of statistical learning: Data mining, inference, and prediction J Friedman (No Title), 2009 | 11585* | 2009 |
| Structure, function and diversity of the healthy human microbiome nature 486 (7402), 207-214, 2012 | 11033 | 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 | 9850 | 2000 |
| Stochastic gradient boosting JH Friedman Computational statistics & data analysis 38 (4), 367-378, 2002 | 9169 | 2002 |
| Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008 | 7411 | 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 | 4346 | 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 | 4315 | 1977 |
| Projection pursuit regression JH Friedman, W Stuetzle Journal of the American statistical Association 76 (376), 817-823, 1981 | 3422 | 1981 |
| Regularized discriminant analysis JH Friedman Journal of the American statistical association 84 (405), 165-175, 1989 | 3270 | 1989 |
| A statistical view of some chemometrics regression tools LLE Frank, JH Friedman Technometrics 35 (2), 109-135, 1993 | 3237 | 1993 |
| A projection pursuit algorithm for exploratory data analysis JH Friedman, JW Tukey IEEE Transactions on computers 100 (9), 881-890, 1974 | 2754 | 1974 |
| Estimating optimal transformations for multiple regression and correlation L Breiman, JH Friedman Journal of the American statistical Association 80 (391), 580-598, 1985 | 2680 | 1985 |
| Pathwise coordinate optimization J Friedman, T Hastie, H Höfling, R Tibshirani | 2654 | 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 | 2399 | 2011 |
| On bias, variance, 0/1—loss, and the curse-of-dimensionality JH Friedman Data mining and knowledge discovery 1, 55-77, 1997 | 1802 | 1997 |
