Longitudinal Research with Latent Variables

This book combines longitudinal research and latent variable research, i.e. it explains how longitudinal studies with objectives formulated in terms of latent variables should be carried out, with an emphasis on detailing how the methods are applied. Because longitudinal research with latent variabl...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: van Montfort, Kees (Editor ), Oud, Johan H.L (Editor ), Satorra, Albert (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Temas:
Probabilities.
Statistics .
Probability Theory.
Statistical Theory and Methods.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Loglinear Latent Variable Models for Longitudinal Categorical Data
  • Random Effects Models for Longitudinal Data
  • Multivariate and Multilevel Longitudinal Analysis
  • Longitudinal Research Using Mixture Models
  • An Overview of the Autoregressive Latent Trajectory (ALT) Model
  • State Space Methods for Latent Trajectory and Parameter Estimation by Maximum Likelihood
  • Continuous Time Modeling of Panel Data by means of SEM
  • Five Steps in Latent Curve and Latent Change Score Modeling with Longitudinal Data
  • Structural Interdependence and Unobserved Heterogeneity in Event History Analysis.

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