Modelling publication bias in meta-analysis: a review

DOI10.1177/096228020000900503zbMath1121.62668OpenAlexW2009813561MaRDI QIDQ5424025

Fujian Song, Keith Abrams, Simon M. Gilbody, Alex J. Sutton

Publication date: 1 November 2007

Published in: Statistical Methods in Medical Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/096228020000900503

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (7)

Statistical exploration of publication bias ⋮ The effect of weight function on hypothesis testing in weighted sampling ⋮ Detecting and adjusting for small‐study effects in meta‐analysis ⋮ Selection models with monotone weight functions in meta analysis ⋮ Decision analytical economic modelling within a Bayesian framework: application to prophylactic antibiotics use for caesarean section ⋮ Publication bias in meta-analysis: confidence intervals for Rosenthal's fail-safe number ⋮ A sensitivity analysis for publication bias in systematic reviews

Cites Work

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• A general linear model for estimating effect size in the presence of publication bias
• Modeling publication bias using weighted distributions in a Bayesian framework.
• Linearization of Bayesian robustness problems
• Robust Bayesian analysis: sensitivity to the prior
• Nonparametric classes of weight functions to model publication bias
• Trim and Fill: A Simple Funnel‐Plot–Based Method of Testing and Adjusting for Publication Bias in Meta‐Analysis
• Operating Characteristics of a Rank Correlation Test for Publication Bias
• Monte Carlo sampling methods using Markov chains and their applications

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