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Advances in Meta-Analysis
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Catalogue Information
Field name
Details
Dewey Class
519.5
Title
Advances in Meta-Analysis ([Ebook]) / by Terri D. Pigott.
Author
Pigott, Terri D.
Other name(s)
SpringerLink (Online service)
Publication
Boston, MA : Springer US , 2012.
Physical Details
XIII, 155 pages:. 11 illus., 5 illus. in color. : digital.
Series
Statistics for Social and Behavioral Sciences
ISBN
9781461422785
Summary Note
Meta-analysis is used increasingly in the social sciences to synthesize research results. As both primary research and the questions addressed by meta-analysis have been grown more complex, meta-analysis techniques have evolved to address these issues. This book covers a number of advances in meta-analysis that are not covered in detail in many introductory books on research synthesis. More specifically, this book discusses the planning of a meta-analysis for complex questions, computing power for tests in meta-analysis, handling missing data in meta-analysis, integrating individual data into a traditional meta-analysis and generalizing from the results of a meta-analysis. For each topic, a fully annotated example is provided with sample computer programs for the major statistical packages. This book assumes a familiarity with basic meta-analytic techniques. The goal of the book is to provide researchers with advanced strategies for strengthening the planning, conduct and interpretations of meta-analysis with complex data.</p><p>Terri D. Pigott is a Professor of Research Methodology in Loyola University Chicagoâs School of Education. Her research interests are in developing new methods for meta-analysis, and the use of meta-analysis in public policy..:
Contents note
Rationale and overview of the book -- Complexities of primary research and meta-analysis -- Fixed, random, and mixed models -- Correlations -- Effect sizes -- Proportion/odds ratio data -- Dependence in primary research and meta-analysis -- Correlations -- Effect sizes (group comparisons and change measures) -- Proportion/odds ratio data -- Bayesian approaches -- Missing data -- Combining across designs -- Qualitative studies in synthesis -- Quality assessments -- Studies on quality weighting -- Summary/Conclusions..
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-1-4614-2278-5
Links to Related Works
Subject References:
Statistics
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Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law
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Statistics, general
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Authors:
Pigott, Terri D.
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Corporate Authors:
SpringerLink (Online service)
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Series:
Statistics for Social and Behavioral Sciences
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Classification:
519.5
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519.5 (DDC 23)
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