{"product_id":"9781394211210","title":"Analysis of Variance for High-Dimensional Data Applications in Life, Food, and Chemical Sciences","description":"\u003ch1\u003eAnalysis of Variance for High-Dimensional Data\u003c\/h1\u003e\u003ch2\u003eApplications in Life, Food, and Chemical Sciences\u003c\/h2\u003e\u003ch3\u003eAge K. Smilde | Federico Marini | Johan A. Westerhuis | Kristian Hovde Liland\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eScience \/ Chemistry \/ Analytic\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eOverview of methods for analyzing high-dimensional experimental data, including theory, methodologies, and applications\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eAnalysis of Variance for High-Dimensional Data\u003c\/i\u003e summarizes all the methods to analyze high-dimensional data that are obtained through applying an experimental design in the life, food, and chemical sciences, especially those developed in recent years. \u003c\/p\u003e\n\u003cp\u003eWritten by international experts who lead development in the field, \u003ci\u003eAnalysis of Variance for High-Dimensional Data\u003c\/i\u003e includes information on: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic and established theories on linear models from a mathematical and statistical perspective\u003c\/li\u003e\n\u003cli\u003eAvailable methods and their mutual relationships, including coverage of ASCA, APCA, PC-ANOVA, ASCA+, LiMM-PCA and RM-ASCA+, and PERMANOVA, as well as various alternative methods and extensions\u003c\/li\u003e\n\u003cli\u003eApplications in metabolomics, microbiome, gene expression, proteomics, food science, sensory science, and chemistry\u003c\/li\u003e\n\u003cli\u003eCommercially available and open-source software for application of these methods\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eAnalysis of Variance for High-Dimensional Data\u003c\/i\u003e is an essential reference for practitioners involved in data analysis in the natural sciences, including professionals working in chemometrics, bioinformatics, data science, statistics, and machine learning. The book is valuable for developers of new methods in high dimensional data analysis.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eAge K. Smilde\u003c\/b\u003e is Emeritus-Professor of Biosystems Data Analysis at the Swammerdam Institute for Life Sciences at the University of Amsterdam. He also holds a part-time position at the Department of Plant and Environmental Sciences at the University of Copenhagen. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eFederico Marini\u003c\/b\u003e is Professor of Analytical Chemistry at the Department of Chemistry of the University of Rome “La Sapienza”. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eJohan A. Westerhuis\u003c\/b\u003e is Assistant Professor at the Swammerdam Institute for Life Sciences, University of Amsterdam, The Netherlands. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eKristian H. Liland\u003c\/b\u003e is Professor of Statistics at the Faculty of Science and Technology, Norwegian University of Life Sciences, Norway. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e28 July 2025\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781394211210\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e336\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e32.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44348255371404,"sku":"9781394211210","price":144.85,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781394211210.jpg?v=1780195612","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781394211210","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}