Читайте только на Литрес

The book cannot be downloaded as a file, but can be read in our app or online on the website.

Основной контент книги Meta-Analysis. A Structural Equation Modeling Approach
Text PDF

Volume 403 pages

0+

Meta-Analysis. A Structural Equation Modeling Approach

Читайте только на Литрес

The book cannot be downloaded as a file, but can be read in our app or online on the website.

$69.90

About the book

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. Examples in R and in Mplus are included. This book will be a valuable resource for statistical and academic researchers and graduate students carrying out meta-analyses, and will also be useful to researchers and statisticians using SEM in biostatistics. Basic knowledge of either SEM or meta-analysis will be helpful in understanding the materials in this book.

Genres and tags

Log in, to rate the book and leave a review
Book «Meta-Analysis. A Structural Equation Modeling Approach» — read online on the website. Leave comments and reviews, vote for your favorites.
Age restriction:
0+
Release date on Litres:
12 April 2018
Volume:
403 p.
ISBN:
9781118957837
Total size:
4.0 МБ
Total number of pages:
403
Copyright holder:
John Wiley & Sons Limited
Podcast
Average rating 0 based on 0 ratings
Audio
Average rating 4,3 based on 443 ratings