Multilevel Modeling Methods With Introductory and Advanced Applications (Quantitative Methods in Education and the Behavioral Sciences: Issues, Research, and Teaching)

ISBN 10: 1648028721 / ISBN 13: 9781648028724

Published by Information Age Publishing, 2022

About this Item

Seller Inventory # 402547826

Bibliographic Details

• Title: Multilevel Modeling Methods With Introductory and Advanced Applications (Quantitative Methods in Education and the Behavioral Sciences: Issues, Research, and Teaching)
• Publisher: Information Age Publishing
• Publication Date: 2022
• Language: English
• ISBN 10: 1648028721
• ISBN 13: 9781648028724
• Binding: Hardcover
• Condition: New

About this title

Synopsis

Multilevel Modeling Methods with Introductory and Advanced Applications provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The book is designed to be able to serve as a textbook for a one or two semester course in multilevel modeling. The topics of the seventeen chapters range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic, with an emphasis on application and interpretation.

In addition to covering foundational topics on the use of multilevel models for organizational and longitudinal research, the book includes chapters on more advanced extensions and applications, such as cross-classified random effects models, non-linear growth models, mixed effects location scale models, logistic, ordinal, and Poisson models, and multilevel mediation. In addition, the volume includes chapters addressing some of the most important design and analytic issues including missing data, power analyses, causal inference, model fit, and measurement issues. Finally, the volume includes chapters addressing special topics such as using large-scale complex sample datasets, and reporting the results of multilevel designs.