An Introduction to Multilevel Modeling Techniques: MLM and SEM Approaches Contributor(s): Heck, Ronald H. (Author), Thomas, Scott L. (Author) |
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ISBN: 0367182440 ISBN-13: 9780367182441 Publisher: Routledge OUR PRICE: $66.45 Product Type: Paperback - Other Formats Published: April 2020 |
Additional Information |
BISAC Categories: - Psychology | Research & Methodology - Business & Economics | Statistics - Education | Statistics |
Physical Information: 1" H x 6" W x 9" (1.30 lbs) 388 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Multilevel modelling is a data analysis method that is frequently used to investigate hierarchal data structures in educational, behavioural, health, and social sciences disciplines. Multilevel data analysis exploits data structures that cannot be adequately investigated using single-level analytic methods such as multiple regression, path analysis, and structural modelling. This text offers a comprehensive treatment of multilevel models for univariate and multivariate outcomes. It explores their similarities and differences and demonstrates why one model may be more appropriate than another, given the research objectives. New to this edition:
This is an ideal text for graduate courses on multilevel, longitudinal, latent variable modelling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology. Recommended prerequisites are introductory univariate and multivariate statistics. |