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HERO ID
5029185
Reference Type
Book/Book Chapter
Title
Handbook of Meta-analysis in Ecology and Evolution
Author(s)
Koricheva, J; Gurevitch, J; Mengersen, K
Year
2013
Publisher
Princeton University Press
Location
Princeton, NJ
Language
English
DOI
10.23943/princeton/9780691137285.001.0001
Relationship(s)
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Chapter 1: Place of meta-analysis among other methods of research synthesis
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Chapter 2: The procedure of meta-analysis in a nutshell
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Chapter 3: First steps in beginning a meta-analysis
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Chapter 4: Gathering data : searching literature and selection criteria
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Chapter 5: Extraction and critical appraisal of data
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Chapter 6: Effect sizes : conventional choices and calculations
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Chapter 7: Using other metrics of effect size in meta-analysis
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Chapter 8: Statistical models and approaches to inference
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Chapter 9: Moment and least-squares based approaches to meta-analytic inference
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Chapter 10: Maximum likelihood approaches to meta-analysis
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Chapter 11: Bayesian meta-analysis
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Chapter 12: Software for statistical meta-analysis
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Chapter 13: Recovering missing or partial data from studies : a survey of conversions and imputations for meta-analysis
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Chapter 14: Publication and related biases
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Chapter 15: Temporal trends in effect sizes : causes, detection, and implications
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Chapter 16: Statistical models for the meta-analysis of nonindependent data
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Chapter 17: Phylogenetic nonindependence and meta-analysis
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Chapter 18: Meta-analysis of primary data
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Chapter 19: Meta-analysis of results from multisite studies
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Chapter 20: Quality standards for research syntheses
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Chapter 21: Graphical presentation of results
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Chapter 22: Power statistics for meta-analysis : tests for mean effects and homogeneity
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Chapter 23: Role of meta-analysis in interpreting the scientific literature
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Chapter 24: Using meta-analysis to test ecological and evolutionary theory
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Chapter 25: History and progress of meta-analysis
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Chapter 26: Contributions of meta-analysis to conservation and management
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Chapter 27: Conclusions : past, present, and future of meta-analysis in ecology and evolution
Abstract
Meta-analysis is a powerful statistical methodology for synthesizing research evidence across independent studies. This is the first comprehensive handbook of meta-analysis written specifically for ecologists and evolutionary biologists, and it provides an invaluable introduction for beginners as well as an up-to-date guide for experienced meta-analysts. The chapters walk readers through every step of meta-analysis, from problem formulation to the presentation of the results. The book identifies both the advantages of using meta-analysis for research synthesis and the potential pitfalls and limitations of meta-analysis (including when it should not be used). Different approaches to carrying out a meta-analysis are described, and include moment and least-square, maximum likelihood, and Bayesian approaches, all illustrated using worked examples based on real biological datasets. The book is tailored to the biological sciences, and will provide an invaluable text for practitioners from graduate students and senior scientists to policymakers in conservation and environmental management.
ISBN
ISBN-13: 978-0691137292, ISBN-10: 0691137293
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