{"product_id":"36678228","title":"Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert | THE ELEMENTS OF STATISTICAL LEARNING : Data Mining, Inference, and Predicti","description":"\u003cp\u003e\u003cb\u003e THIS BOOK DESCRIBES\u003c\/b\u003e the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour Graphics.\u003cbr\u003e\u003cbr\u003eIt is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.\u003cbr\u003e\u003cbr\u003eThis major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression \u0026amp; path algorithms for the lasso, non-negative matrix factorisation, and spectral clustering. There is also a chapter on methods for \"wide'' data (p bigger than n), including multiple testing and false discovery rates. \u003c\/p\u003e\u003cbr\u003e\u003cdiv style=\"padding: 0 20px 0 20px; border: thin solid #000000;\"\u003e\u003cp style=\"font-size: smaller;\"\u003e\u003cb\u003eBindning:\u003c\/b\u003e Förlagsband. 8:o (169x244 mm) \u003cb\u003eÅr:\u003c\/b\u003e Utg. 2009. \u003cb\u003eOmfång:\u003c\/b\u003e 745 s. \u003cb\u003eISBN:\u003c\/b\u003e 9780387848570. \u003cb\u003eSpråk:\u003c\/b\u003e Engelska\u003c\/p\u003e\u003c\/div\u003e\u003cbr\u003e\u003cbutton class=\"product-form__submit button button--full-width \" onclick=\"window.location.href='\/search?q=title:Friedman%2BJerome;%2BHastie%2BTrevor;%2BTibshirani%2BRobert%2BThe%2BElements%2Bof%2BStatistical%2BLearning'\"\u003eSök fler exemplar av denna bok\u003c\/button\u003e\u003cbutton class=\"product-form__submit button button--full-width \" onclick=\"window.location.href='\/search?q=title:Friedman,%2BJerome;%2BHastie,%2BTrevor;%2BTibshirani,%2BRobert'\"\u003eFler böcker av Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert\u003c\/button\u003e \u003cbr\u003e\u003cdiv style=\"padding: 0 20px 0 20px; border: thin solid #000000;\"\u003e\n\u003cp style=\"font-size: smaller; font-weight:bold;\"\u003eAnvänd gärna länkarna nedan för att hitta liknande böcker.\u003c\/p\u003e\n\u003cp style=\"font-size: smaller;\"\u003e\u003cb\u003eFörfattare:\u003c\/b\u003e \u003ca href=\"\/search?q=title:Friedman+Jerome;+Hastie+Trevor;+Tibshirani+Robert\"\u003eFriedman, Jerome; Hastie, Trevor; Tibshirani, Robert\u003c\/a\u003e \u003cbr\u003e\u003cb\u003eTitel:\u003c\/b\u003e \u003ca href=\"\/search?q=title:The+Elements+of+Statistical+Learning\"\u003eThe Elements of Statistical Learning\u003c\/a\u003e \u003cbr\u003e\u003cb\u003eUndertitel:\u003c\/b\u003e \u003ca href=\"\/search?q=title:Data+Mining+Inference+and+Predicti\"\u003eData Mining, Inference, and Predicti\u003c\/a\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eFörlag:\u003c\/b\u003e \u003ca href=\"\/search?q=vendor:Springer+International+Publish\"\u003eSpringer International Publish\u003c\/a\u003e \u003cbr\u003e\u003cb\u003eSerie:\u003c\/b\u003e \u003ca href=\"\/search?q=Springer+series+in+statistics\"\u003eSpringer series in statistics\u003c\/a\u003e \u003cbr\u003e\u003cb\u003eArtikelnr:\u003c\/b\u003e 36678228\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Springer International Publish","offers":[{"title":"Förlagsny bok \/ Förlagsband","offer_id":43964300067083,"sku":"36678228","price":1498.0,"currency_code":"SEK","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0651\/8856\/1163\/files\/no_image_01067867-e485-4938-9409-280519651544.jpg?v=1719555504","url":"https:\/\/bok.hstrom.se\/products\/36678228","provider":"bok.hstrom.se | Antikvariat \u0026 Bokhandel","version":"1.0","type":"link"}