Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001 | 83543* | 2001 |
Generalized Additive Models THR Tibshirani | 23650* | 1990 |
Introduction to Statistical Learning T James, Witten, Hastie https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013 | 23466* | 2013 |
Regularization and variable selection via the elastic net H Zou, T Hastie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005 | 21112 | 2005 |
Regularization paths for generalized linear models via coordinate descent J Friedman, T Hastie, R Tibshirani Journal of statistical software 33 (1), 1, 2010 | 17920 | 2010 |
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications T Sørlie, CM Perou, R Tibshirani, T Aas, S Geisler, H Johnsen, T Hastie, ... Proceedings of the National Academy of Sciences 98 (19), 10869-10874, 2001 | 17280* | 2001 |
Least angle regression B Efron, T Hastie, I Johnstone, R Tibshirani | 12450 | 2004 |
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009 | 11547* | 2009 |
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 | 9484 | 2000 |
A statistical explanation of MaxEnt for ecologists J Elith, SJ Phillips, T Hastie, M Dudík, YE Chee, CJ Yates Diversity and distributions 17 (1), 43-57, 2011 | 7210 | 2011 |
Estimating the number of clusters in a data set via the gap statistic R Tibshirani, G Walther, T Hastie Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2001 | 7178 | 2001 |
Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008 | 6862 | 2008 |
A working guide to boosted regression trees J Elith, JR Leathwick, T Hastie Journal of animal ecology 77 (4), 802-813, 2008 | 6426 | 2008 |
Missing value estimation methods for DNA microarrays O Troyanskaya, M Cantor, G Sherlock, P Brown, T Hastie, R Tibshirani, ... Bioinformatics 17 (6), 520-525, 2001 | 4666 | 2001 |
The Dantzig selector: Statistical estimation when p is much larger than n E Candes, T Tao | 4344 | 2007 |
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 | 4278 | 2005 |
Statistical learning with sparsity T Hastie, R Tibshirani, M Wainwright Monographs on statistics and applied probability 143 (143), 8, 2015 | 3961 | 2015 |
Sparse principal component analysis H Zou, T Hastie, R Tibshirani Journal of computational and graphical statistics 15 (2), 265-286, 2006 | 3926 | 2006 |
Statistical models JM Chambers, TJ Hastie Statistical models in S, 13-44, 2017 | 3869 | 2017 |
Diagnosis of multiple cancer types by shrunken centroids of gene expression R Tibshirani, T Hastie, B Narasimhan, G Chu Proceedings of the National Academy of Sciences 99 (10), 6567-6572, 2002 | 3510 | 2002 |