Analysis of longitudinal data /

The first edition of Analysis for Longitudinal Data has become a classic. Describing the statistical models and methods for the analysis of longitudinal data, it covers both the underlying statistical theory of each method, and its application to a range of examples from the agricultural and biomedi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Diggle, Peter (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford : Oxford University Press, 2013.
Edición:Second edition.
Colección:Oxford statistical science series ; no. 25.
Temas:
Longitudinal method.
Time-series analysis.
Multivariate analysis.
Life sciences.
Biological Science Disciplines
Multivariate Analysis
Longitudinal Studies
Méthode longitudinale.
Série chronologique.
Analyse multivariée.
Sciences de la vie.
biological sciences.
MATHEMATICS > Probability & Statistics > Multivariate Analysis.
Life sciences
Longitudinal method
Multivariate analysis
Time-series analysis
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Design considerations
  • 3. Exploring longitudinal data
  • 4. General linear models for longitudinal data
  • 5. Parametric models for covariance structure
  • 6. Analysis of variance methods
  • 7. Generalized linear models for longitudinal data
  • 8. Marginal models
  • 9. Random effects models
  • 10. Transition models
  • 11. Likelihood-based methods for categorical data
  • 12. Time-dependent covariates
  • 13. Missing values in longitudinal data
  • 14. Additional topics.

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