{"product_id":"multiblock-data-fusion-in-statistics-age-k-smilde-9781119600961","title":"Multiblock Data Fusion in Statistics and Machine Learning: Applications in the Natural and Life Sciences","description":"\u003cb\u003eMultiblock Data Fusion in Statistics and Machine Learning\u003c\/b\u003e \u003cp\u003e\u003cb\u003eExplore the advantages and shortcomings of various forms of multiblock analysis, and the relationships between them, with this expert guide \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eArising out of fusion problems that exist in a variety of fields in the natural and life sciences, the methods available to fuse multiple data sets have expanded dramatically in recent years. Older methods, rooted in psychometrics and chemometrics, also exist. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eMultiblock Data Fusion in Statistics and Machine Learning: Applications in the Natural and Life Sciences\u003c\/i\u003e is a detailed overview of all relevant multiblock data analysis methods for fusing multiple data sets. It focuses on methods based on components and latent variables, including both well-known and lesser-known methods with potential applications in different types of problems. \u003c\/p\u003e\u003cp\u003e Many of the included methods are illustrated by practical examples and are accompanied by a freely available R-package. The distinguished authors have created an accessible and useful guide to help readers fuse data, develop new data fusion models, discover how the involved algorithms and models work, and understand the advantages and shortcomings of various approaches. \u003c\/p\u003e\u003cp\u003e This book includes: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA thorough introduction to the different options available for the fusion of multiple data sets, including methods originating in psychometrics and chemometrics\u003c\/li\u003e \u003cli\u003ePractical discussions of well-known and lesser-known methods with applications in a wide variety of data problems\u003c\/li\u003e \u003cli\u003eIncluded, functional R-code for the application of many of the discussed methods\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e Perfect for graduate students studying data analysis in the context of the natural and life sciences, including bioinformatics, sensometrics, and chemometrics, \u003ci\u003eMultiblock Data Fusion in Statistics and Machine Learning: Applications in the Natural and Life Sciences\u003c\/i\u003e is also an indispensable resource for developers and users of the results of multiblock methods.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Age K. Smilde, Tormod Næs, Kristian Hovde Liland\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1119600960\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781119600961\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/02\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 416\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.10h x 7.10w x 1.00d\u003c\/p\u003e","brand":"Age K. Smilde","offers":[{"title":"Hardcover","offer_id":46795440619775,"sku":"9781119600961","price":177.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ba3151a6-6249-4ae6-8d9d-120222cc995a.jpg?v=1744947616","url":"https:\/\/www.whiterainbookhouse.com\/products\/multiblock-data-fusion-in-statistics-age-k-smilde-9781119600961","provider":"WR Book House","version":"1.0","type":"link"}