Handbook of Meta-analysis in Ecology and Evolution
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Edited by:
Julia Koricheva
, Jessica Gurevitch and Kerrie Mengersen
About this book
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, written by renowned experts, walk readers through every step of meta-analysis, from problem formulation to the presentation of the results. The handbook 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. This one-of-a-kind resource is uniquely 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.
- Walks you through every step of carrying out a meta-analysis in ecology and evolutionary biology, from problem formulation to result presentation
- Brings together experts from a broad range of fields
- Shows how to avoid, minimize, or resolve pitfalls such as missing data, publication bias, varying data quality, nonindependence of observations, and phylogenetic dependencies among species
- Helps you choose the right software
- Draws on numerous examples based on real biological datasets
Author / Editor information
Reviews
Topics
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Publicly Available Download PDF |
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Publicly Available Download PDF |
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Section I. Introduction and Planning
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Julia Koricheva and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
3 |
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Isabelle M. Côté and Michael D. Jennions Requires Authentication Unlicensed Licensed |
14 |
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Section II. Initiating a Meta-analysis
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Gavin B. Stewart, Isabelle M. Côté, Hannah R. Rothstein and Peter S. Curtis Requires Authentication Unlicensed Licensed |
27 |
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Isabelle M. Côté, Peter S. Curtis, Hannah R. Rothstein and Gavin B. Stewart Requires Authentication Unlicensed Licensed |
37 |
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Peter S. Curtis, Kerrie Mengersen, Marc J. Lajeunesse, Hannah R. Rothstein and Gavin B. Stewart Requires Authentication Unlicensed Licensed |
52 |
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Michael S. Rosenberg, Hannah R. Rothstein and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
61 |
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Kerrie Mengersen and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
72 |
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Section III. Essential Analytic Models and Methods
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Kerrie Mengersen, Christopher H. Schmid, Michael D. Jennions and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
89 |
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Michael S. Rosenberg Requires Authentication Unlicensed Licensed |
108 |
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Kerrie Mengersen and Christopher H. Schmid Requires Authentication Unlicensed Licensed |
125 |
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Christopher H. Schmid and Kerrie Mengersen Requires Authentication Unlicensed Licensed |
145 |
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Christopher H. Schmid, Gavin B. Stewart, Hannah R. Rothstein, Marc J. Lajeunesse and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
174 |
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Section IV. Statistical Issues and Problems
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Marc J. Lajeunesse Requires Authentication Unlicensed Licensed |
195 |
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Michael D. Jennions, Christopher J. Lortie, Michael S. Rosenberg and Hannah R. Rothstein Requires Authentication Unlicensed Licensed |
207 |
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Julia Koricheva, Michael D. Jennions and Joseph Lau Requires Authentication Unlicensed Licensed |
237 |
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Kerrie Mengersen, Michael D. Jennions and Christopher H. Schmid Requires Authentication Unlicensed Licensed |
255 |
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Marc J. Lajeunesse, Michael S. Rosenberg and Michael D. Jennions Requires Authentication Unlicensed Licensed |
284 |
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Kerrie Mengersen, Jessica Gurevitch and Christopher H. Schmid Requires Authentication Unlicensed Licensed |
300 |
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Jessica Gurevitch Requires Authentication Unlicensed Licensed |
313 |
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Section V. Presentation and Interpretation of Results
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Hannah R. Rothstein, Christopher J. Lortie, Gavin B. Stewart, Julia Koricheva and Jessica Gurevitch Requires Authentication Unlicensed Licensed |
323 |
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Christopher J. Lortie, Joseph Lau and Marc J. Lajeunesse Requires Authentication Unlicensed Licensed |
339 |
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Marc J. Lajeunesse Requires Authentication Unlicensed Licensed |
348 |
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Michael D. Jennions, Christopher J. Lortie and Julia Koricheva Requires Authentication Unlicensed Licensed |
364 |
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Michael D. Jennions, Christopher J. Lortie and Julia Koricheva Requires Authentication Unlicensed Licensed |
381 |
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Joseph Lau, Hannah R. Rothstein and Gavin B. Stewart Requires Authentication Unlicensed Licensed |
407 |
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Isabelle M. Côté and Gavin B. Stewart Requires Authentication Unlicensed Licensed |
420 |
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Jessica Gurevitch and Julia Koricheva Requires Authentication Unlicensed Licensed |
426 |
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433 |
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441 |
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447 |
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487 |
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489 |