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Linear Mixed Models - 9781584884804

Un libro in lingua di West Brady T. Welch Kathleen B. Galecki Andrezej T. Gillespie Brenda W. (CON) edito da Taylor & Francis, 2006

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As software programs for fitting linear mixed models (LMMs) proliferate, so does confusion. In this introduction to primary concepts, notation, software implementation, model interpretation and visualization of clustered and longitudinal data West (statistical consultation and research, U. of Michigan-Ann Arbor) and his co-authors give readers sufficient theory to make informed decisions but focus on the practical to describe the model-building process step by step. Beginning with an overview of LMMs, they turn to real-world data sets (including those concerning rat brains and dental veneers) to help readers compare model fitting options and results and link software to procedures in two-level models and three-level models for clustered data, models for repeated-measures data, random coefficient models for longitudinal data, and models for clustered longitudinal data. They include descriptions of statistical software resources and useful Internet links. Annotation ©2007 Book News, Inc., Portland, OR (booknews.com)

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