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Mixed effects models for complex data [electronic resource] / Lang Wu.

By: Wu, Lang, 1963-Material type: TextTextSeries: Monographs on statistics and applied probability ; 113.Publication details: Boca Raton : Chapman & Hall/CRC Press, c2010. Description: xx, 419 p. : illISBN: 9781420074086 (ebook : PDF)Subject(s): Multilevel models (Statistics) | Mathematical statistics -- Longitudinal studiesGenre/Form: Electronic books.Additional physical formats: No title; No titleOnline resources: Click here to access online Also available in print edition.
Contents:
Mixed effects models -- Missing data, measurement errors, and outliers -- Mixed effects models with missing data -- Mixed effects models with measurement errors -- Mixed effects models with censoring -- Survival mixed effects (frailty) models -- Joint modeling longitudinal and survival data -- Robust mixed effects models -- Generalized estimating equations (GEEs) -- Bayesian mixed effects models.
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Includes bibliographical references and index.

Mixed effects models -- Missing data, measurement errors, and outliers -- Mixed effects models with missing data -- Mixed effects models with measurement errors -- Mixed effects models with censoring -- Survival mixed effects (frailty) models -- Joint modeling longitudinal and survival data -- Robust mixed effects models -- Generalized estimating equations (GEEs) -- Bayesian mixed effects models.

Also available in print edition.

Mode of access: World Wide Web.

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