Mixed effects models for complex data

Mixed effects models for complex data

by Wu, Lang

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Title Statements

  • Full title :Mixed effects models for complex data / Lang Wu.

Edition Statements

  • Publication Date:2010.

Publication Statements

The Physical Object

  • Description:1 v. (XX-419 p.) : : illustrations ; : 25 cm.

Edition Identifiers

  • ISBN:9781420074024, 1420074024
  • oclc:ocn690791429
  • LC Classification:QA278
  • Dewey Decimal:519.5/4

Table of 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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Subjects

Analyse multivariée études longitudinales -- statistique ma… Longitudinal studies Mathematical statistics Mathematical statistics -- Longitudinal… Modèles mathématiques Modèles multiniveaux (Statistique) Multilevel models (Statistics) Statistique mathématique

Writers

Wu, Lang

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