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The document is a master's report by Xin Li, titled 'Detecting and Correcting Publication Bias in Meta-Analysis,' presented to the University of Texas at Austin in December 2009. It discusses the significance of addressing publication bias (PB) in meta-analysis, which can compromise the reliability of results. The study empirically compares various methods for detecting and correcting PB using Monte Carlo simulations, examining factors such as the number of studies and effect sizes. It reviews existing detection methods like funnel plots, fail-safe numbers, and regression techniques, while also highlighting the lack of consensus on the best practices for assessing publication bias in applied research.

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