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Linear Mixed Models- A Practical Guide Using Statistical Software - Brady T. West

PRIX: GRATUIT
FORMAT: PDF EPUB MOBI
DATE DE SORTIE: 24/07/2014
TAILLE DU FICHIER: 12,80
ISBN: 978-1-4665-6099-4
LANGUE: FRANÇAIS
AUTEUR: Brady T. West

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Highly recommended by JASA, Technometrics, and other journals, the first edition 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, Second Edition continues to lead you step by step through the process of fitting LMMs. This second edition covers additional topics on the application of LMMs that are valuable for data analysts in all fields. lt also updates the case studies using the latest versions of the software procedures and provides up-to-date information on the options and features of the software procedures available for fitting LMMs in SAS, SPSS, Stata, R/S-plus, and HLM. New to the Second Edition : A new chapter on models with crossed random effects that uses a case study to illustrate software procedures capable of fitting these models. Power analysis methods for longitudinal and clustered study designs, including software Options for power analyses and suggested approaches to writing simulations. Use of the lmer() function in the lme4 R package. New sections on fitting LMMs ito complex-sample survey data and Bayesian approaches to making inferences based on LMMs. Updated graphical procedures in the software packages. Substantially revised index to enable more efficient reading and easier location of material on selected topics or software options. More practical recommendations on using the software for analysis. A new R package (WWGbook) that contains all of the data sets used in the examples.

...fitting linear mixed models (LMMs), Linear Mixed Models: A Practical Guide Using Statistical Software provides a basic introduction to primary concepts, notation, software implementation, model interpretation, and visualization of clustered and longitudinal data ... Mixed model - Wikipedia ... . This easy-to-navigate reference details the use of procedures for ... Linear Mixed Models: A Practical Guide Using Statistical Software. Brady T. W EST , Kathleen B. W ELCH , and Andrzej T. G AŁECKI .B o c a Raton, FL: Chapman & Hall/CRC, 2007. Linear Mixed Models: A Practical Guide Using Statistical Software on the boundary of the parameter space (e.g., testing a model with heterogeneous residual vari ... Linear Mixed Models: A Practical Guide Using Statistical ... ... . W EST , Kathleen B. W ELCH , and Andrzej T. G AŁECKI .B o c a Raton, FL: Chapman & Hall/CRC, 2007. Linear Mixed Models: A Practical Guide Using Statistical Software on the boundary of the parameter space (e.g., testing a model with heterogeneous residual variance vs. a model with constant residual variance or testing whether a covariance between two random effects is equal to zero), the test statistic is asymptotically distributed as a χ2 with degrees of freedom calculated by subtracting ... Simplifying the often confusing array of software programs for fitting linear mixed models (LMMs), "Linear Mixed Models: A Practical Guide Using Statistical Software" provides a basic introduction to primary concepts, notation, software implementation, model interpretation, and visualization of clustered and longitudinal data. This easy-to-navigate reference details the use of procedures for ... Linear Mixed Models: a Practical Guide using Statistical Software Article in Journal of the Royal Statistical Society Series A (Statistics in Society) 171(1):318-318 · February 2008 with 79 Reads Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition: Click to enlarge See the back cover : Buy from Amazon. As an Amazon Associate, StataCorp earns a small referral credit from qualifying purchases made from affiliate links on our site. Amazon Associate affiliate link ® platform. Bookshelf is free and allows you to access your Stata Press eBook from your computer ... Buy Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition 2 by West, Brady T., Welch, Kathleen B., Galecki, Andrzej T (ISBN: 9781466560994) from Amazon's Book Store. Everyday low prices and free delivery on eligible orders. Linear Mixed Models - A Practical Guide Using Statistical Software. B. T. West, K. B. Welch and A. T. Galecki (2006). London: Chapman & Hall/CRC. ISBN: 978-1-584-88480-4. Modelling clustered and longitudinal data with and without nested factors has gained importance in recent years. Early expositions are the books by Searle, Casella, and McC...