Trevor John Hastie (born 27 June 1953) is an American statistician and computer scientist. He is currently serving as the John A. Overdeck Professor of...
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developed primarily by John Chambers and (in earlier versions) Rick Becker, Trevor Hastie, William Cleveland and Allan Wilks of Bell Laboratories. The aim of...
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regression models to high-dimensional data, developed by Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani. Suppose we expect a response...
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1944), American lawyer and company director Trevor Hastie (born 1953), American statistician William H. Hastie (1904-1976), first African-American federal...
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inference about these smooth functions. GAMs were originally developed by Trevor Hastie and Robert Tibshirani to blend properties of generalized linear models...
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Linear Models (Third ed.). New York: Springer. ISBN 0-387-95361-2. Trevor Hastie, Robert Tibshirani, Jerome H. Friedman (2009), The elements of statistical...
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doi:10.1038/s41598-018-36896-x. PMC 6345967. PMID 30679578. Zou, Hui; Hastie, Trevor (2005). "Regularization and Variable Selection via the Elastic Net"...
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746–755. doi:10.1016/j.proeng.2017.09.615. ISSN 1877-7058. Zou, Hui; Hastie, Trevor (2005). "Regularization and Variable Selection via the Elastic Net"...
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Daniela; Hastie, Trevor; Tibshirani, Robert. "An Introduction to Statistical Learning with Applications in R". Retrieved 3 July 2016. Hastie, Trevor; Tibshirani...
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26 June 2017. Retrieved 8 August 2015. Gareth James; Daniela Witten; Trevor Hastie; Robert Tibshirani (2013). An Introduction to Statistical Learning....
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scikit-learn). Graphical model Lasso (statistics) Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert (2008-07-01). "Sparse inverse covariance estimation...
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line (or plane) which will be "the best fit" to a set of data points. Trevor Hastie expanded on this concept by proposing Principal curves as the natural...
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of clusters from the data. Robert Tibshirani, Guenther Walther, and Trevor Hastie proposed estimating the number of clusters in a data set via the gap...
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doi:10.1016/0377-0427(87)90125-7. Robert Tibshirani; Guenther Walther; Trevor Hastie (2001). "Estimating the number of clusters in a data set via the gap...
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LogitBoost is a boosting algorithm formulated by Jerome Friedman, Trevor Hastie, and Robert Tibshirani. The original paper casts the AdaBoost algorithm...
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can be done using the backfitting algorithm proposed by Andreas Buja, Trevor Hastie and Robert Tibshirani (1989). Generalized additive model Backfitting...
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Intelligence. 20 (8): 832–844. doi:10.1109/34.709601. S2CID 206420153. Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome (2008). The Elements of Statistical...
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its applications was supervised by Robert Tibshirani. She worked with Trevor Hastie on canonical correlation analysis. She co-authored An Introduction to...
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similar objects such as the statistical lasso introduced in the 1990s. Trevor Hastie, Robert Tibshirani, and Jerome H. Friedman conclude that it is "somewhat...
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Linear Models. pp. Chapter 3, page 45. Gareth James; Daniela Witten; Trevor Hastie; Robert Tibshirani (2013). An Introduction to Statistical Learning....
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Statistics. 33 (3): 1065–1076. doi:10.1214/aoms/1177704472. JSTOR 2237880. Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome H. (2001). The Elements of Statistical...
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projection onto the manifold. This approach was originally proposed by Trevor Hastie in his 1984 thesis, which he formally introduced in 1989. This idea...
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Australian" (PDF). Journal of Basic and Applied Sciences. 6 (4): 564–576. Trevor Hastie; Robert Tibshirani; Jerome Friedman. The Elements of Statistical Learning...
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Genetics and Molecular Biology 5.1 (2006): 1199. Efron, Bradley, and Trevor Hastie. Computer Age Statistical Inference. Cambridge University Press, 2016...
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Nancy Reid and Marvin Zelen 2010 Roger Koenker 2012 Adrian Raftery 2014 Trevor Hastie 2016 William S. Cleveland 2018 Bin Yu 2022 Herman Chernoff and Peter...
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1007/3-540-59119-2_166, ISBN 978-3-540-59119-1, retrieved 2022-06-24 Hastie, Trevor; Rosset, Saharon; Zhu, Ji; Zou, Hui (2009). "Multi-class AdaBoost"....
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Andrew William Hastie (born 30 September 1982) is an Australian politician and former military officer currently serving as the shadow minister for defence...
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Hochreiter Shane Legg Stephen Muggleton Steve Omohundro Tom M. Mitchell Trevor Hastie Vasant Honavar Vladimir Vapnik Yann LeCun Yasuo Matsuyama Yoshua Bengio...
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Michael Harmel - Journalist and activist Errol Harris – Philosopher Trevor Hastie – Statistician Peter Hinchliff – Anglican priest and academic Humphry...
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doi:10.7551/mitpress/7503.001.0001. ISBN 978-0-262-25691-9. Hui Zou; Trevor Hastie; Robert Tibshirani (2006). "Sparse principal component analysis" (PDF)...
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