Introducing Multilevel Modeling

by Ita G G Kreft; Jan de Leeuw

• ISBN13: 9780761951414
• ISBN10: 0761951415
• Format: Paperback
• Copyright: 1998-06-18
• Publisher: Sage Publications

Summary

This is the first accessible and practical guide to using multilevel models in social research.Multilevel approaches are becoming increasingly important in social, behavioural, and educational research and it is clear from recent developments that such models are seen as being more realistic, and potentially more revealing, than ordinary regression models.While other books describe these multilevel models in considerable detail none focuses on the practical issues and potential problems of doing multilevel analyses that are covered in Introducing Multilevel Modeling.The authors' approach is user-oriented and the formal mathematics and statistics are kept to a minimum. Other key features include the use of worked examples using real data sets, analyzed using the leading computer package for multilevel modeling - MLn.Discussion site at:http:\\www.stat.ucla.edu\phplib\w-agora\w-agora.phtml?bn=SagebookData files mentioned in the book are available from:http:\\www.stat.ucla.edu\~deleeuw\sagebook

Table of Contents

Introduction

Overview of Contextual Models

Varying and Random Coefficient Models

Analyses

Frequently Asked Questions