O'Connell, Ann A.

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

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ISBN 13:
9781648028717
author:
O'Connell, Ann A.
format:
Paperback
publisher:
Information Age Publishing
language:
English
Publication Year:
2022
Pages:
644
Dimensions:
23.4 x 15.6 x 3.3 centimetres (0
Genre:
Nonfiction, Education, Evaluation,
Condition:
New
Availability:
Item usually sent within 10 working days
£53.61

Description

Multilevel Modeling Methods with Introductory and Advanced Applications provides a comprehensive introduction to multilevel modeling for researchers and advanced graduate students. This textbook is designed to serve as a course resource for a one or two semester course in multilelevel modeling, covering topics from basic to advanced. The book's seventeen chapters cover a range of subjects, including foundational topics on organizational and longitudinal research, as well as more advanced extensions such as cross-classified random effects models and multilevel mediation. The volume also addresses important design and analytic issues, including missing data, power analyses, causal inference, model fit, and measurement issues. Suitable for those looking to expand their knowledge of multilevel modeling, this book includes chapters on using large-scale complex sample datasets and reporting the results of multilevel designs.

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