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Mixed effects models for complex data / Lang Wu.

By: Material type: TextTextSeries: Monographs on statistics and applied probability ; 113.Publication details: Boca Raton : Chapman & Hall/CRC Press, c2010.Description: xx, 419 p. : ill. ; 25 cmISBN:
  • 9781420074024
Subject(s): LOC classification:
  • QA278 .W85 2010
Available additional physical forms:
  • Also available as an electronic resource.
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 as an electronic resource.

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