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Trevor Hastie
Trevor Hastie
Professor of Statistics, Stanford University
Adresse e-mail validée de stanford.edu - Page d'accueil
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Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001
67785*2001
Generalized Additive Models
THR Tibshirani
20860*1990
Regularization and variable selection via the elastic net
H Zou, T Hastie
Journal of the royal statistical society: series B (statistical methodology …, 2005
159702005
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
15588*2001
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer 112, 18, 2013
137282013
Regularization paths for generalized linear models via coordinate descent
J Friedman, T Hastie, R Tibshirani
Journal of statistical software 33 (1), 1, 2010
127982010
Least angle regression
B Efron, T Hastie, I Johnstone, R Tibshirani
The Annals of statistics 32 (2), 407-499, 2004
110212004
Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009
9068*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
83812000
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
57072001
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
54342011
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
53862008
A working guide to boosted regression trees
J Elith, JR Leathwick, T Hastie
Journal of animal ecology 77 (4), 802-813, 2008
48642008
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
39162001
The Dantzig selector: Statistical estimation when p is much larger than n
E Candes, T Tao
The annals of Statistics 35 (6), 2313-2351, 2007
38382007
Sparse principal component analysis
H Zou, T Hastie, R Tibshirani
Journal of computational and graphical statistics 15 (2), 265-286, 2006
33252006
Statistical models in S
J Chambers, T Hastie, D Pregibon
Compstat, 317-321, 1990
33021990
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
32892002
Statistical learning with sparsity
T Hastie, R Tibshirani, M Wainwright
Monographs on statistics and applied probability 143, 143, 2015
26922015
Varying‐coefficient models
T Hastie, R Tibshirani
Journal of the Royal Statistical Society: Series B (Methodological) 55 (4 …, 1993
24161993
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