Loglinear Models with Latent Variables

Jacques A. Hagenaars

ISBN 10: 0803943105 / ISBN 13: 9780803943100

Editore: Sage Publications, 1993

Riguardo questo articolo

nach der Bestellung gedruckt Neuware - Printed after ordering - In recent years the loglinear model has become the dominant form of categorical data analysis as researchers have expanded it into new directions. This book shows researchers the applications of one of these new developments - how uniting ordinary loglinear analysis and latent class analysis into a general loglinear model with latent variables can result in a modified LISREL approach. This modified LISREL model will enable researchers to analyze categorical data in the same way that they have been able to use LISREL to analyze continuous data. Beginning with an introduction to ordinary loglinear modelling and standard latent class analysis, the author explains the general principles of loglinear modelling with latent variables, the application of loglinear models with latent variables as a causal model as well as a tool for the analysis of categorical longitudinal data, the strengths and limitations of this technique, and finally, a summary of computer programs that are available for executing this technique.

Codice articolo 9780803943100

Dati bibliografici

• Titolo: Loglinear Models with Latent Variables
• Editore: Sage Publications
• Data di pubblicazione: 1993
• Lingua: Inglese
• ISBN 10: 0803943105
• ISBN 13: 9780803943100
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 216 L x 140 A x 5 P (millimetri) 216 millimetri di larghezza per 140 millimetri di altezza per 5 millimetri di profondità
• Peso: 114 grammi

Descrizione articolo

Riassunto

In recent years the loglinear model has become the dominant form of categorical data analysis as researchers have expanded it into new directions. This book shows researchers the applications of one of these new developments - how uniting ordinary loglinear analysis and latent class analysis into a general loglinear model with latent variables can result in a modified LISREL approach. This modified LISREL model will enable researchers to analyze categorical data in the same way that they have been able to use LISREL to analyze continuous data.

Contenuti

Introduction
The Loglinear Model
The Latent Class Model
Loglinear Modeling with Latent Variables
Internalizing External Variables
Causal Models with Latent Variables
A Modified LISREL Approach
Latent Variable Models for Longitudinal Data
Problems and New Developments