{"product_id":"buhlmann-peter-statistics-for-high-dimensional-data-9783642201912","title":"Statistics for High-Dimensional Data","description":"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. 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.","brand":"Springer","offers":[{"title":"Used - very good","offer_id":54336547357014,"sku":"9783642201912-V","price":64.49,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783642201912_1.jpg?v=1791150910","url":"https:\/\/www.momoxbooks.com\/products\/buhlmann-peter-statistics-for-high-dimensional-data-9783642201912","provider":"momox","version":"1.0","type":"link"}