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- catalog abstract ""Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of Generalized Linear Models for discrete responses, the authors discuss in detail the relationships among these different models, including their underlying assumptions and relative merits."--Jacket.".
- catalog contributor b13287085.
- catalog contributor b13287086.
- catalog contributor b13287087.
- catalog created "c2004.".
- catalog date "2004".
- catalog date "c2004.".
- catalog dateCopyrighted "c2004.".
- catalog description ""Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of Generalized Linear Models for discrete responses, the authors discuss in detail the relationships among these different models, including their underlying assumptions and relative merits."--Jacket.".
- catalog description "Includes bibliographical references (p. 485-500) and index.".
- catalog description "Longitudinal and clustered data -- Longitudinal data: basic concepts -- Overview of linear models for longitudinal data -- Estimation and statistical inference -- Modelling the mean: analyzing response profiles -- Modelling the mean: parametric curves -- Modelling the covariance -- Linear mixed effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effects models -- Contrasting marginal and mixed effects models -- Missing data and dropout -- Some aspects of the design of longitudinal studies -- Repeated measures and related designs -- Multilevel models.".
- catalog extent "xix, 506 p. :".
- catalog identifier "0471214876 (cloth)".
- catalog isPartOf "Wiley series in probability and statistics".
- catalog issued "2004".
- catalog issued "c2004.".
- catalog language "eng".
- catalog publisher "Hoboken, N.J. : Wiley-Interscience,".
- catalog subject "2004 L-808".
- catalog subject "519.5/3 22".
- catalog subject "Biometry methods.".
- catalog subject "Data Interpretation, Statistical.".
- catalog subject "Longitudinal Studies.".
- catalog subject "Longitudinal method.".
- catalog subject "Medical statistics.".
- catalog subject "Medicine.".
- catalog subject "Multivariate Analysis.".
- catalog subject "Multivariate analysis.".
- catalog subject "QA278 .F575 2004".
- catalog subject "Regression Analysis.".
- catalog subject "Regression analysis.".
- catalog subject "WA 950 F557a 2004".
- catalog tableOfContents "Longitudinal and clustered data -- Longitudinal data: basic concepts -- Overview of linear models for longitudinal data -- Estimation and statistical inference -- Modelling the mean: analyzing response profiles -- Modelling the mean: parametric curves -- Modelling the covariance -- Linear mixed effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effects models -- Contrasting marginal and mixed effects models -- Missing data and dropout -- Some aspects of the design of longitudinal studies -- Repeated measures and related designs -- Multilevel models.".
- catalog title "Applied longitudinal analysis / Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware.".
- catalog type "text".