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Trevor Hastie
Trevor Hastie
Professor of Statistics, Stanford University
Bestätigte E-Mail-Adresse bei stanford.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001
86635*2001
Introduction to Statistical Learning
T James, Witten, Hastie
https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013
25777*2013
Generalized Additive Models
THR Tibshirani
24235*1990
Regularization and variable selection via the elastic net
H Zou, T Hastie
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005
221672005
Regularization paths for generalized linear models via coordinate descent
J Friedman, T Hastie, R Tibshirani
Journal of statistical software 33 (1), 1, 2010
189172010
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
17585*2001
Elements of Statistical Learning
F Hastie, Tibshirani
https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009
16364*2009
Least angle regression
B Efron, T Hastie, I Johnstone, R Tibshirani
126972004
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
97102000
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
77242011
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
74962001
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
72062008
A working guide to boosted regression trees
J Elith, JR Leathwick, T Hastie
Journal of animal ecology 77 (4), 802-813, 2008
67562008
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
48562001
The Dantzig selector: Statistical estimation when p is much larger than n
E Candes, T Tao
44162007
Statistical learning with sparsity
T Hastie, R Tibshirani, M Wainwright
Monographs on statistics and applied probability 143 (143), 8, 2015
41752015
Sparse principal component analysis
H Zou, T Hastie, R Tibshirani
Journal of computational and graphical statistics 15 (2), 265-286, 2006
40562006
Statistical models
JM Chambers, TJ Hastie
Statistical models in S, 13-44, 2017
39292017
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
35382002
Generalized linear and generalized additive models in studies of species distributions: setting the scene
A Guisan, TC Edwards Jr, T Hastie
Ecological modelling 157 (2-3), 89-100, 2002
29612002
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