Generalized, Linear, and Mixed Models

Lingua: inglese

Editore: John Wiley and Sons Inc, US, 2008

0470073713 / 9780470073711

Serie: Libro 182 di 358 - Wiley Series in Probability and Statistics

Da: Rarewaves.com UK, London, Regno UnitoRarewaves.com UK

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An accessible and self-contained introduction to statistical models-now in a modernized new edition Generalized, Linear, and Mixed Models, Second Edition provides an up-to-date treatment of the essential techniques for developing and applying a wide variety of statistical models. The book presents thorough and unified coverage of the theory behind generalized, linear, and mixed models and highlights their similarities and differences in various construction, application, and computational aspects. A clear introduction to the basic ideas of fixed effects models, random effects models, and mixed models is maintained throughout, and each chapter illustrates how these models are applicable in a wide array of contexts. In addition, a discussion of general methods for the analysis of such models is presented with an emphasis on the method of maximum likelihood for the estimation of parameters. The authors also provide comprehensive coverage of the latest statistical models for correlated, non-normally distributed data. Thoroughly updated to reflect the latest developments in the field, the Second Edition features: A new chapter that covers omitted covariates, incorrect random effects distribution, correlation of covariates and random effects, and robust variance estimationA new chapter that treats shared random effects models, latent class models, and properties of modelsA revised chapter on longitudinal data, which now includes a discussion of generalized linear models, modern advances in longitudinal data analysis, and the use between and within covariate decompositionsExpanded coverage of marginal versus conditional modelsNumerous new and updated examples With its accessible style and wealth of illustrative exercises, Generalized, Linear, and Mixed Models, Second Edition is an ideal book for courses on generalized linear and mixed models at the upper-undergraduate and beginning-graduate levels. It also serves as a valuable reference for applied statisticians, industrial practitioners, and researchers.

Codice articolo LU-9780470073711

Titolo
Generalized, Linear, and Mixed Models
Autore
Shayle R. Searle, Charles E. McCulloch, John M. Neuhaus
Editore
John Wiley and Sons Inc, US
Anno di pubblicazione
2008
Condizione
New
Rilegatura
Hardback
Lingua
inglese
ISBN 10
0470073713
ISBN 13
9780470073711
Edizione
seconda edizione
Peso dell'articolo
806 grammi
Serie
Libro 182 di 358: Wiley Series in Probability and Statistics

Rarewaves.com UK

London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 60 a 60 giorni lavorativiDa 60 a 60 giorni lavorativi
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