{"product_id":"linear-mixed-models-a-practical-guide-using-statistical-software-9781032019321","title":"Linear Mixed Models: A Practical Guide Using Statistical Software","description":"\u003cp\u003e • Author(s): Brady T. West\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Regression Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eHighly recommended by JASA, Technometrics, and other leading statistical journals, the first two editions of this bestseller showed how to easily perform complex linear mixed model (LMM) analyses via a variety of software programs. Linear Mixed Models: A Practical Guide Using Statistical Software, Third Edition continues to lead readers step-by-step through the process of fitting LMMs. \u003c\/p\u003e\u003cp\u003eThe third edition provides a comprehensive update of the available tools for fitting linear mixed-effects models in the newest versions of SAS, SPSS, R, Stata, and HLM. All examples have been updated, with a focus on new tools for visualization of results and interpretation. New conceptual and theoretical developments in mixed-effects modeling have been included, and there is a new chapter on power analysis for mixed-effects models.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFeatures: \u003c\/strong\u003e-Dedicates an entire chapter to the key theories underlying LMMs for clustered, longitudinal, and repeated measures data\u003cbr\u003e-Provides descriptions, explanations, and examples of software code necessary to fit LMMs in SAS, SPSS, R, Stata, and HLM\u003cbr\u003e-Contains detailed tables of estimates and results, allowing for easy comparisons across software procedures\u003cbr\u003e-Presents step-by-step analyses of real-world data sets that arise from a variety of research settings and study designs, including hypothesis testing, interpretation of results, and model diagnostics\u003cbr\u003e-Integrates software code in each chapter to compare the relative advantages and disadvantages of each package\u003cbr\u003e-Supplemented by a website with software code, datasets, additional documents, and updates\u003c\/p\u003e\u003cp\u003eIdeal for anyone who uses software for statistical modeling, this book eliminates the need to read multiple software-specific texts by covering the most popular software programs for fitting LMMs in one handy guide. The authors illustrate the models and methods through real-world examples that enable comparisons of model-fitting options and results across the software procedures.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45241861767319,"sku":"9781032019321","price":8378.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032019321.webp?v=1769230088","url":"https:\/\/atlanticbooks.com\/products\/linear-mixed-models-a-practical-guide-using-statistical-software-9781032019321","provider":"Atlantic Books","version":"1.0","type":"link"}