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THE FILE-DRAWER PROBLEM REVISITED: A GENERAL WEIGHTED METHOD FOR CALCULATING FAIL-SAFE NUMBERS IN META-ANALYSIS

2005/02/01 by Michael S. Rosenberg · 61 citations
Agricultural and Biological Sciences · Environmental Science · #Animal Behavior and Reproduction #Plant and animal studies #Amphibian and Reptile Biology

paper · pdf · doi:10.1111/j.0014-3820.2005.tb01004.x

Abstract

Quantitative literature reviews such as meta-analysis are becoming common in evolutionary biology but may be strongly affected by publication biases. Using fail-safe numbers is a quick way to estimate whether publication bias is likely to be a problem for a specific study. However, previously suggested fail-safe calculations are unweighted and are not based on the framework in which most meta-analyses are performed. A general, weighted fail-safe calculation, grounded in the meta-analysis framework, applicable to both fixed- and random-effects models, is proposed. Recent meta-analyses published in Evolution are used for illustration.

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