Multilevel Analysis
An Introduction to Basic and Advanced Multilevel Modeling
Published on 22. October 1999
Book
Hardback
272 pages
978-0-7619-5889-5 (ISBN)
Description
The main methods, techniques and issues for carrying out multilevel modeling and analysis are covered in this book. The book is an applied introduction to the topic, providing a clear conceptual understanding of the issues involved in multilevel analysis and will be a useful reference tool. Information on designing multilevel studies, sampling, testing and model specification and interpretation of models is provided. A comprehensive guide to the software available is included. Multilevel Analysis is the ideal guide for researchers and applied statisticians in the social sciences, including education, but will also interest researchers in economics, and biological, medical and health disciplines.
More details
Language
English
Place of publication
Thousand Oaks
United States
Target group
College/higher education
Product notice
Laminated cover
Illustrations
black & white illustrations
Dimensions
Height: 229 mm
Width: 152 mm
Thickness: 17 mm
Weight
571 gr
ISBN-13
978-0-7619-5889-5 (9780761958895)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Content
Introduction Multilevel Theories, Multi-Stage Sampling and Multilevel Models Statistical Treatment of Clustered Data The Random Intercept Model The Hierarchical Linear Model Testing and Model Specification How Much Does the Model Explain? Heteroscedasticity Assumptions of the Hierarchical Linear Model Designing Multilevel Studies Crossed Random Coefficients Longitudinal Data Multivariate Multilevel Models Discrete Dependent Variables Software