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Chapters in this book
- Frontmatter i
- Contents vii
- Preface xi
-
Section I. Introduction and Planning
- 1. Place of Meta-analysis among Other Methods of Research Synthesis 3
- 2. The Procedure of Meta-analysis in a Nutshell 14
-
Section II. Initiating a Meta-analysis
- 3. First Steps in Beginning a Meta-analysis 27
- 4. Gathering Data: Searching Literature and Selection Criteria 37
- 5. Extraction and Critical Appraisal of Data 52
- 6. Effect Sizes: Conventional Choices and Calculations 61
- 7. Using Other Metrics of Effect Size in Meta-analysis 72
-
Section III. Essential Analytic Models and Methods
- 8. Statistical Models and Approaches to Inference 89
- 9. Moment and Least-S quares Based Approaches to Meta-analytic Inference 108
- 10. Maximum Likelihood Approaches to Meta-analysis 125
- 11. Bayesian Meta-analysis 145
- 12. Software for Statistical Meta-analysis 174
-
Section IV. Statistical Issues and Problems
- 13. Recovering Missing or Partial Data from Studies: A Survey of Conversions and Imputations for Meta-analysis 195
- 14. Publication and Related Biases 207
- 15. Temporal Trends in Effect Sizes: Causes, Detection, and Implications 237
- 16. Statistical Models for the Meta-analysis of Nonindependent Data 255
- 17. Phylogenetic Nonindependence and Meta-analysis 284
- 18. Meta-analysis of Primary Data 300
- 19. Meta-analysis of Results from Multisite Studies 313
-
Section V. Presentation and Interpretation of Results
- 20. Quality Standards for Research Syntheses 323
- 21. Graphical Presentation of Results 339
- 22. Power Statistics for Meta-analysis: Tests for Mean Effects and Homogeneity 348
- 23. Role of Meta-analysis in Interpreting the Scientific Literature 364
- 24. Using Meta-analysis to Test Ecological and Evolutionary Theory 381
- 25. History and Progress of Meta-analysis 407
- 26. Contributions of Meta-analysis to Conservation and Management 420
- 27. Conclusions: Past, Present, and Future of Meta-analysis in Ecology and Evolution 426
- Glossary 433
- Frequently Asked Questions 441
- References 447
- List of Contributors 487
- Subject Index 489
Chapters in this book
- Frontmatter i
- Contents vii
- Preface xi
-
Section I. Introduction and Planning
- 1. Place of Meta-analysis among Other Methods of Research Synthesis 3
- 2. The Procedure of Meta-analysis in a Nutshell 14
-
Section II. Initiating a Meta-analysis
- 3. First Steps in Beginning a Meta-analysis 27
- 4. Gathering Data: Searching Literature and Selection Criteria 37
- 5. Extraction and Critical Appraisal of Data 52
- 6. Effect Sizes: Conventional Choices and Calculations 61
- 7. Using Other Metrics of Effect Size in Meta-analysis 72
-
Section III. Essential Analytic Models and Methods
- 8. Statistical Models and Approaches to Inference 89
- 9. Moment and Least-S quares Based Approaches to Meta-analytic Inference 108
- 10. Maximum Likelihood Approaches to Meta-analysis 125
- 11. Bayesian Meta-analysis 145
- 12. Software for Statistical Meta-analysis 174
-
Section IV. Statistical Issues and Problems
- 13. Recovering Missing or Partial Data from Studies: A Survey of Conversions and Imputations for Meta-analysis 195
- 14. Publication and Related Biases 207
- 15. Temporal Trends in Effect Sizes: Causes, Detection, and Implications 237
- 16. Statistical Models for the Meta-analysis of Nonindependent Data 255
- 17. Phylogenetic Nonindependence and Meta-analysis 284
- 18. Meta-analysis of Primary Data 300
- 19. Meta-analysis of Results from Multisite Studies 313
-
Section V. Presentation and Interpretation of Results
- 20. Quality Standards for Research Syntheses 323
- 21. Graphical Presentation of Results 339
- 22. Power Statistics for Meta-analysis: Tests for Mean Effects and Homogeneity 348
- 23. Role of Meta-analysis in Interpreting the Scientific Literature 364
- 24. Using Meta-analysis to Test Ecological and Evolutionary Theory 381
- 25. History and Progress of Meta-analysis 407
- 26. Contributions of Meta-analysis to Conservation and Management 420
- 27. Conclusions: Past, Present, and Future of Meta-analysis in Ecology and Evolution 426
- Glossary 433
- Frequently Asked Questions 441
- References 447
- List of Contributors 487
- Subject Index 489