Univariate and Multivariate General Linear Models: Theory and Applications with SAS, Second Edition - Rilegato

Libro 32 di 88: Statistics: A Series of Textbooks and Monographs

Kim, Kevin; Timm, Neil

 
9781584886341: Univariate and Multivariate General Linear Models: Theory and Applications with SAS, Second Edition
Rilegato
ISBN 10: 158488634X ISBN 13: 9781584886341
Casa editrice: Chapman and Hall/CRC, 2006

Sinossi

Reviewing the theory of the general linear model (GLM) using a general framework, Univariate and Multivariate General Linear Models: Theory and Applications with SAS, Second Edition presents analyses of simple and complex models, both univariate and multivariate, that employ data sets from a variety of disciplines, such as the social and behavioral sciences.

With revised examples that include options available using SAS 9.0, this expanded edition divides theory from applications within each chapter. Following an overview of the GLM, the book introduces unrestricted GLMs to analyze multiple regression and ANOVA designs as well as restricted GLMs to study ANCOVA designs and repeated measurement designs. Extensions of these concepts include GLMs with heteroscedastic errors that encompass weighted least squares regression and categorical data analysis, and multivariate GLMs that cover multivariate regression analysis, MANOVA, MANCOVA, and repeated measurement data analyses. The book also analyzes double multivariate linear, growth curve, seeming unrelated regression (SUR), restricted GMANOVA, and hierarchical linear models.

New to the Second Edition

  • Two chapters on finite intersection tests and power analysis that illustrates the experimental GLMPOWER procedure
  • Expanded theory of unrestricted general linear, multivariate general linear, SUR, and restricted GMANOVA models to comprise recent developments
  • Expanded material on missing data to include multiple imputation and the EM algorithm
  • Applications of MI, MIANALYZE, TRANSREG, and CALIS procedures

    A practical introduction to GLMs, Univariate and Multivariate General Linear Models demonstrates how to fully grasp the generality of GLMs by discussing them within a general framework.

    • Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

    Informazioni sull?autore

    Kevin Kim, Neil Timm

    Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

    Editore
    Chapman and Hall/CRC
    Data di pubblicazione
    2006
    Lingua
    Inglese
    ISBN 10 
    158488634X
    ISBN 13 
    9781584886341
    Rilegatura
    Copertina rigida
    Numero edizione
    1
    Numero di pagine
    549
    Contatto del produttore
    Taylor and Francis, GPSR Taylor and Francis
    gpsr@taylorandfrancis.com

    Taylor & Francis Verlag GmbH, Kaufingerstraße 24
    München
    80331
    Germania

    Altre edizioni note dello stesso titolo

    9780367453442: Univariate and Multivariate General Linear Models: Theory and Applications with SAS, Second Edition

    Edizione in evidenza

    ISBN 10:  0367453444 ISBN 13:  9780367453442
    Casa editrice: Chapman and Hall/CRC, 2019
    Brossura