{"product_id":"statistics-for-high-dimensional-data-methods-theory-and-applications-von-peter-buhlmann-sara-van-de-geer","title":"Statistics for High-Dimensional Data","description":"\n                                \n                \u003cp\u003e\n                                        Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed account of recently developed approaches, including the Lasso and versions of it for various models, boosting methods, undirected graphical modeling, and procedures controlling false positive selections.\n                    \n                    \u003cbr\u003e\n                                        A special characteristic of the book is that it contains comprehensive mathematical theory on high-dimensional statistics combined with methodology, algorithms and illustrations with real data examples. This in-depth approach highlights the methods’ great potential and practical applicability in a variety of settings. As such, it is a valuable resource for researchers, graduate students and experts in statistics, applied mathematics and computer science.\n                \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642201912\"\u003e\u003ch3\u003eMethods, Theory and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642268571\"\u003e\u003ch3\u003eMethods, Theory and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783642201912","offer_id":32984536940637,"sku":"9783642201912","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783642268571","offer_id":39443333054557,"sku":"9783642268571","price":117.69,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/0a2c5b7b-22d6-44fc-8594-4f61b1c174aa.jpg?v=1772172884","url":"https:\/\/shop.autorenwelt.de\/products\/statistics-for-high-dimensional-data-methods-theory-and-applications-von-peter-buhlmann-sara-van-de-geer","provider":"Autorenwelt Shop","version":"1.0","type":"link"}