Trevor Hastie

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Robert TibshiraniProfessor of Biomedical Data Sciences, and of Statistics, Stanford UniversityPreverjeni e-poštni naslov na stanford.edu
Jerome FriedmanPreverjeni e-poštni naslov na stanford.edu
Gareth JamesDean of Goizueta Business School, EmoryPreverjeni e-poštni naslov na emory.edu
Daniela WittenProfessor of Statistics & Biostatistics, Dorothy Gilford Endowed Chair, University of WashingtonPreverjeni e-poštni naslov na u.washington.edu
Balasubramanian NarasimhanSenior Research Scientist, Department of Biomedical Data Sciences and Department of StatisticsPreverjeni e-poštni naslov na stanford.edu
Gilbert ChuStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Hui ZouUniversity of MinnesotaPreverjeni e-poštni naslov na umn.edu
David BotsteinPrinceton UniversityPreverjeni e-poštni naslov na princeton.edu
B EfronProfessor of statistics, Stanford UniversityPreverjeni e-poštni naslov na stat.stanford.edu
Matt van de RijnProfessor of Pathology, Stanford UniversityPreverjeni e-poštni naslov na stanford.edu
Saharon RossetTel Aviv UniversityPreverjeni e-poštni naslov na post.tau.ac.il
Jane ElithProfessor, University of MelbournePreverjeni e-poštni naslov na unimelb.edu.au
Michael B. EisenInvestigator, HHMI and Associate Professor of Molecular and Cell Biology, UC BerkeleyPreverjeni e-poštni naslov na berkeley.edu
Andreas BujaProfessor of Statistics, The Wharton School, University of PennsylvaniaPreverjeni e-poštni naslov na wharton.upenn.edu
Therese SørlieDep. of Cancer Genetics, Inst. for Cancer Research, Oslo University HospitalPreverjeni e-poštni naslov na rr-research.no
Charles M. PerouUniversity of North Carolina at Chapel HillPreverjeni e-poštni naslov na med.unc.edu
Rahul MazumderMassachusetts Institute of TechnologyPreverjeni e-poštni naslov na mit.edu
john leathwickPrincipal Science Advisor, Department of Conservation, NZPreverjeni e-poštni naslov na doc.govt.nz
Will FithianAssistant Professor in Statistics, University of California BerkeleyPreverjeni e-poštni naslov na berkeley.edu
Kenneth ChurchNortheastern UniversityPreverjeni e-poštni naslov na northeastern.edu

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Trevor Hastie

Professor of Statistics, Stanford University

Preverjeni e-poštni naslov na stanford.edu - Domača stran

Statistical learning and modeling data mining machine learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2001	85120*	2001
Introduction to Statistical Learning T James, Witten, Hastie https://www-springer-com.stanford.idm.oclc.org/us/book/9781461471370, 2013	24485*	2013
Generalized Additive Models THR Tibshirani	23938*	1990
Regularization and variable selection via the elastic net H Zou, T Hastie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005	21662	2005
Regularization paths for generalized linear models via coordinate descent J Friedman, T Hastie, R Tibshirani Journal of statistical software 33 (1), 1, 2010	18442	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	17452*	2001
Least angle regression B Efron, T Hastie, I Johnstone, R Tibshirani	12577	2004
Elements of Statistical Learning F Hastie, Tibshirani https://link.springer.com/content/pdf/10.1007/978-0-387-84858-7.pdf, 2009	11829*	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	9606	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	7461	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	7341	2001
Sparse inverse covariance estimation with the graphical lasso J Friedman, T Hastie, R Tibshirani Biostatistics 9 (3), 432-441, 2008	7029	2008
A working guide to boosted regression trees J Elith, JR Leathwick, T Hastie Journal of animal ecology 77 (4), 802-813, 2008	6582	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	4768	2001
The Dantzig selector: Statistical estimation when p is much larger than n E Candes, T Tao	4379	2007
The elements of statistical learning: data mining, inference and prediction T Hastie, R Tibshirani, J Friedman, J Franklin The Mathematical Intelligencer 27 (2), 83-85, 2005	4325	2005
Statistical learning with sparsity T Hastie, R Tibshirani, M Wainwright Monographs on statistics and applied probability 143 (143), 8, 2015	4069	2015
Sparse principal component analysis H Zou, T Hastie, R Tibshirani Journal of computational and graphical statistics 15 (2), 265-286, 2006	4002	2006
Statistical models JM Chambers, TJ Hastie Statistical models in S, 13-44, 2017	3901	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	3530	2002

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