Longitudinal Research with Latent Variables

By Kees van Montfort

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642425720
• ISBN13: 9783642425721
• Release Date: November 2014
• Publisher: Springer
• Length: 301 Pages
• Weight: 0.98 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"