Trevor Hastie

Citované v

	Všetky	Od 2020
Citácie	383962	163822
h-index	159	112
i10-index	442	323

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Verejný prístup

všetky položky

122 článkov

1 článok

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Na základe mandátov na financovanie

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Robert TibshiraniProfessor of Biomedical Data Sciences, and of Statistics, Stanford UniversityOverená e-mailová adresa na: stanford.edu
Jerome FriedmanOverená e-mailová adresa na: stanford.edu
Gareth JamesDean of Goizueta Business School, EmoryOverená e-mailová adresa na: emory.edu
Daniela WittenProfessor of Statistics & Biostatistics, Dorothy Gilford Endowed Chair, University of WashingtonOverená e-mailová adresa na: u.washington.edu
Balasubramanian NarasimhanSenior Research Scientist, Department of Biomedical Data Sciences and Department of StatisticsOverená e-mailová adresa na: stanford.edu
Gilbert ChuStanford UniversityOverená e-mailová adresa na: stanford.edu
Hui ZouUniversity of MinnesotaOverená e-mailová adresa na: umn.edu
David BotsteinPrinceton UniversityOverená e-mailová adresa na: princeton.edu
B EfronProfessor of statistics, Stanford UniversityOverená e-mailová adresa na: stat.stanford.edu
Matt van de RijnProfessor of Pathology, Stanford UniversityOverená e-mailová adresa na: stanford.edu
Saharon RossetTel Aviv UniversityOverená e-mailová adresa na: post.tau.ac.il
Jane ElithProfessor, University of MelbourneOverená e-mailová adresa na: unimelb.edu.au
Michael B. EisenInvestigator, HHMI and Associate Professor of Molecular and Cell Biology, UC BerkeleyOverená e-mailová adresa na: berkeley.edu
Andreas BujaProfessor of Statistics, The Wharton School, University of PennsylvaniaOverená e-mailová adresa na: wharton.upenn.edu
Therese SørlieDep. of Cancer Genetics, Inst. for Cancer Research, Oslo University HospitalOverená e-mailová adresa na: rr-research.no
Charles M. PerouUniversity of North Carolina at Chapel HillOverená e-mailová adresa na: med.unc.edu
Rahul MazumderMassachusetts Institute of TechnologyOverená e-mailová adresa na: mit.edu
john leathwickPrincipal Science Advisor, Department of Conservation, NZOverená e-mailová adresa na: doc.govt.nz
Will FithianAssistant Professor in Statistics, University of California BerkeleyOverená e-mailová adresa na: berkeley.edu
Kenneth ChurchNortheastern UniversityOverená e-mailová adresa na: northeastern.edu

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Trevor Hastie

Professor of Statistics, Stanford University

Overená e-mailová adresa na: stanford.edu - Domovská stránka

Statistical learning and modeling data mining machine learning


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001	88147*	2001
Introduction to Statistical Learning T James, Witten, Hastie https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013	26602*	2013
Generalized Additive Models THR Tibshirani	24524*	1990
Regularization and variable selection via the elastic net H Zou, T Hastie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005	22745	2005
Regularization paths for generalized linear models via coordinate descent JH Friedman, T Hastie, R Tibshirani Journal of statistical software 33, 1-22, 2010	19458	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	17722*	2001
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009	16760*	2009
Least angle regression B Efron, T Hastie, I Johnstone, R Tibshirani	12803	2004
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	9791	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	7902	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	7640	2001
Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008	7353	2008
A working guide to boosted regression trees J Elith, JR Leathwick, T Hastie Journal of animal ecology 77 (4), 802-813, 2008	6898	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	4961	2001
The Dantzig selector: Statistical estimation when p is much larger than n E Candes, T Tao	4447	2007
Statistical learning with sparsity T Hastie, R Tibshirani, M Wainwright Monographs on statistics and applied probability 143 (143), 8, 2015	4291	2015
Sparse principal component analysis H Zou, T Hastie, R Tibshirani Journal of computational and graphical statistics 15 (2), 265-286, 2006	4119	2006
Statistical models JM Chambers, TJ Hastie Statistical models in S, 13-44, 2017	3966	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	3562	2002
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	3007	2002

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