{"product_id":"anova-and-mixed-models","title":"ANOVA and Mixed Models","description":"\u003cp\u003e\u003cstrong\u003e\u003cem\u003eANOVA and Mixed Models: A Short Introduction Using R\u003c\/em\u003e\u003c\/strong\u003e provides both the practitioner and researcher a compact introduction to the analysis of data from the most popular experimental designs. Based on knowledge from an introductory course on probability and statistics, the theoretical foundations of the most important models are introduced. The focus is on an intuitive understanding of the theory, common pitfalls in practice, and the application of the methods in R. From data visualization and model fitting, up to the interpretation of the corresponding output, the whole workflow is presented using R. The book does not only cover standard ANOVA models, but also models for more advanced designs and mixed models, which are common in many practical applications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003cb\u003eFeatures\u003c\/b\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAccessible to readers with a basic background in probability and statistics\u003c\/li\u003e\n\u003cli\u003eCovers fundamental concepts of experimental design and cause-effect relationships\u003c\/li\u003e\n\u003cli\u003eIntroduces classical ANOVA models, including contrasts and multiple testing\u003c\/li\u003e\n\u003cli\u003eProvides an example-based introduction to mixed models\u003c\/li\u003e\n\u003cli\u003eFeatures basic concepts of split-plot and incomplete block designs\u003c\/li\u003e\n\u003cli\u003eR code available for all steps\u003c\/li\u003e\n\u003cli\u003eSupplementary website with additional resources and updates are available here. \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is primarily aimed at students, researchers, and practitioners from all areas who wish to analyze corresponding data with R. Readers will learn a broad array of models hand-in-hand with R, including the applications of some of the most important add-on packages.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54232209523032,"sku":"9780367704223","price":192.2,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367704223_b1ea35a1-2e85-4ba1-8065-9cf1388f9812.jpg?v=1768028437","url":"https:\/\/agendabookshop.com\/products\/anova-and-mixed-models","provider":"Agenda Bookshop","version":"1.0","type":"link"}