Can I read Meta-Analysis : A Structural Equation Modeling Approach on EtoBox?

Meta-Analysis : A Structural Equation Modeling Approach by Mike W. ‐L. Cheung is a nonfiction available to read on EtoBox.

What is Meta-Analysis : A Structural Equation Modeling Approach about?

**Presents a novel approach to conducting meta-analysis using structural equation modeling.** Structural equation modeling (SEM) and meta-analysis are two powerful statistical methods in the educational, social, behavioral, and medical sciences. They are often treated as two unrelated topics in the literature. This book presents a unified framework on analyzing meta-analytic data within the SEM framework, and illustrates how to conduct meta-analysis using the metaSEM package in the R statistical environment. __Meta-Analysis: A Structural Equation Modeling Approach__ begins by introducing the importance of SEM and meta-analysis in answering research questions. Key ideas in meta-analysis and SEM are briefly reviewed, and various meta-analytic models are then introduced and linked to the SEM framework. Fixed-, random-, and mixed-effects models in univariate and multivariate meta-analyses, three-level meta-analysis, and meta-analytic structural equation modeling, are introduced. Advanced topics, such as using restricted maximum likelihood estimation method and handling missing covariates, are also covered. Readers will learn a single framework to apply both meta-analysis and SEM. Exa

Who reads Meta-Analysis : A Structural Equation Modeling Approach?

Author

Mike W. ‐L. Cheung

Publisher

Wiley & Sons, Limited, John

Published

2015

Language

EN

ISBN

9781118957813

Category

nonfiction

Subjects

Mathematics, Computer Science, Stem