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Copas' method is sensitive to different mechanisms of publication bias

Authors :
Almalik, Osama
Zhan, Zhuozhao
Heuvel, Edwin R. van den
Publication Year :
2020

Abstract

Copas' method corrects a pooled estimate from an aggregated data meta-analysis for publication bias. Its performance has been studied for one particular mechanism of publication bias. We show through simulations that Copas' method is not robust against other realistic mechanisms. This questions the usefulness of Copas' method, since publication bias mechanisms are typically unknown in practice.<br />Comment: 1 Figure, 12 pages

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2007.15955
Document Type :
Working Paper