Cover Image
Read Now

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...

Full description

Bibliographic Details
Other Authors: van Montfort, Kees (Editor), Oud, Johan H.L. (Editor), Satorra, Albert (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2010, 2010
Edition:1st ed. 2010
Subjects:
Statistical Theory And Methods
Statistics 
Probability Theory
Probabilities
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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

Similar Items