Longitudinal Research with Latent Variables

  • Kees van Montfort
  • Johan H.L. Oud
  • Albert Satorra

Table of contents

  1. Front Matter
    Pages i-xi
  2. Geert Verbeke, Geert Molenberghs, Dimitris Rizopoulos
    Pages 37-96
  3. Nicholas T. Longford
    Pages 97-117
  4. Jeroen K. Vermunt
    Pages 119-152
  5. Kenneth A. Bollen, Catherine Zimmer
    Pages 153-176
  6. Jacques J. F. Commandeur, Siem Jan Koopman, Kees van Montfort
    Pages 177-199
  7. Johan H. L. Oud, Marc J. M. H. Delsing
    Pages 201-244
  8. Daniel J. Blake, Janet M. Box-Steffensmeier, Byungwon Woo
    Pages 275-301

About this book

Introduction

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 variables currently utilizes different approaches with different histories, different types of research questions, and different computer programs to perform the analysis, the book is divided into nine chapters. Starting from (a) some background information about the specific approach (a short history and the main publications), each chapter then (b) describes the type of research questions the approach is able to answer, (c) provides statistical and mathematical explanations of the models used in the data analysis, (d) discusses the input and output of the programs used, and (e) provides one or more examples with typical data sets, allowing the readers to apply the programs themselves.

Keywords

Dynamic models Latent variable model Latent variables Likelihood Longitudinal research Models for panel data Structural equation models data analysis

Editors and affiliations

  • Kees van Montfort
    • 1
  • Johan H.L. Oud
    • 2
  • Albert Satorra
    • 3
  1. 1.Dept. Econometrics & Operations, ResearchVrije Universiteit AmsterdamAmsterdamNetherlands
  2. 2.Behavioural Science InstituteRadboud University NijmegenNijmegenNetherlands
  3. 3., Department of Economics and BusinessUniversitat Pompeu FabraBarcelonaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-11760-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-642-11759-6
  • Online ISBN 978-3-642-11760-2
  • About this book