Theo dõi
Trevor Hastie
Trevor Hastie
Professor of Statistics, Stanford University
Email được xác minh tại stanford.edu - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009
96745*2009
Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001
90431*2001
Introduction to Statistical Learning
T James, Witten, Hastie
https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013
26883*2013
Regularization and variable selection via the elastic net
H Zou, T Hastie
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005
228282005
Generalized Additive Models
THR Tibshirani
21087*1990
Regularization paths for generalized linear models via coordinate descent
JH Friedman, T Hastie, R Tibshirani
Journal of statistical software 33, 1-22, 2010
195432010
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
149262001
Least angle regression
B Efron, T Hastie, I Johnstone, R Tibshirani
127882004
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
98442000
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
79222011
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
76522001
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
73952008
A working guide to boosted regression trees
J Elith, JR Leathwick, T Hastie
Journal of animal ecology 77 (4), 802-813, 2008
69052008
Generalized additive models
T Hastie, R Tibshirani
Statistical science 1 (3), 297-310, 1986
5782*1986
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
49562001
The Dantzig selector: Statistical estimation when p is much larger than n
E Candes, T Tao
44552007
Statistical learning with sparsity
T Hastie, R Tibshirani, M Wainwright
Monographs on statistics and applied probability 143 (143), 8, 2015
43102015
Sparse principal component analysis
H Zou, T Hastie, R Tibshirani
Journal of computational and graphical statistics 15 (2), 265-286, 2006
41202006
Statistical models
JM Chambers, TJ Hastie
Statistical models in S, 13-44, 2017
39542017
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
35642002
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