Trevor Hastie

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Robert TibshiraniProfessor of Biomedical Data Sciences, and of Statistics, Stanford UniversityVerifierad e-postadress på stanford.edu
Jerome FriedmanVerifierad e-postadress på stanford.edu
Gareth JamesDean of Goizueta Business School, EmoryVerifierad e-postadress på emory.edu
Daniela WittenProfessor of Statistics & Biostatistics, Dorothy Gilford Endowed Chair, University of WashingtonVerifierad e-postadress på u.washington.edu
Balasubramanian NarasimhanSenior Research Scientist, Department of Biomedical Data Sciences and Department of StatisticsVerifierad e-postadress på stanford.edu
Gilbert ChuStanford UniversityVerifierad e-postadress på stanford.edu
Hui ZouUniversity of MinnesotaVerifierad e-postadress på umn.edu
David BotsteinPrinceton UniversityVerifierad e-postadress på princeton.edu
B EfronProfessor of statistics, Stanford UniversityVerifierad e-postadress på stat.stanford.edu
Matt van de RijnProfessor of Pathology, Stanford UniversityVerifierad e-postadress på stanford.edu
Saharon RossetTel Aviv UniversityVerifierad e-postadress på post.tau.ac.il
Jane ElithProfessor, University of MelbourneVerifierad e-postadress på unimelb.edu.au
Michael B. EisenInvestigator, HHMI and Associate Professor of Molecular and Cell Biology, UC BerkeleyVerifierad e-postadress på berkeley.edu
Andreas BujaProfessor of Statistics, The Wharton School, University of PennsylvaniaVerifierad e-postadress på wharton.upenn.edu
Therese SørlieDep. of Cancer Genetics, Inst. for Cancer Research, Oslo University HospitalVerifierad e-postadress på rr-research.no
Charles M. PerouUniversity of North Carolina at Chapel HillVerifierad e-postadress på med.unc.edu
Rahul MazumderMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
john leathwickPrincipal Science Advisor, Department of Conservation, NZVerifierad e-postadress på doc.govt.nz
Will FithianAssistant Professor in Statistics, University of California BerkeleyVerifierad e-postadress på berkeley.edu
Kenneth ChurchNortheastern UniversityVerifierad e-postadress på northeastern.edu

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Trevor Hastie

Professor of Statistics, Stanford University

Verifierad e-postadress på stanford.edu - Startsida

Statistical learning and modeling data mining machine learning


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001	88260*	2001
Introduction to Statistical Learning T James, Witten, Hastie https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013	26844*	2013
Generalized Additive Models THR Tibshirani	24546*	1990
Regularization and variable selection via the elastic net H Zou, T Hastie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005	22778	2005
Regularization paths for generalized linear models via coordinate descent JH Friedman, T Hastie, R Tibshirani Journal of statistical software 33, 1-22, 2010	19498	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	17743*	2001
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009	16774*	2009
Least angle regression B Efron, T Hastie, I Johnstone, R Tibshirani	12814	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	9799	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	7920	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	7367	2008
A working guide to boosted regression trees J Elith, JR Leathwick, T Hastie Journal of animal ecology 77 (4), 802-813, 2008	6905	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	4960	2001
The Dantzig selector: Statistical estimation when p is much larger than n E Candes, T Tao	4450	2007
Statistical learning with sparsity T Hastie, R Tibshirani, M Wainwright Monographs on statistics and applied probability 143 (143), 8, 2015	4300	2015
Sparse principal component analysis H Zou, T Hastie, R Tibshirani Journal of computational and graphical statistics 15 (2), 265-286, 2006	4122	2006
Statistical models JM Chambers, TJ Hastie Statistical models in S, 13-44, 2017	3962	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	3565	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	3011	2002

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