{"product_id":"analysis-of-variance-for-high-dimensional-data","title":"Analysis of Variance for High-Dimensional Data","description":"\u003cp\u003e\u003cb\u003eOverview of methods for analyzing high-dimensional experimental data, including theory, methodologies, and applications\u003c\/b\u003e \u003c\/p\u003e\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\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\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","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54258258444632,"sku":"9781394211210","price":136.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781394211210.jpg?v=1779176714","url":"https:\/\/agendabookshop.com\/products\/analysis-of-variance-for-high-dimensional-data","provider":"Agenda Bookshop","version":"1.0","type":"link"}