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• W2989752418 abstract "Publication bias and p-hacking are two well-known phenomena that strongly affect the scientific literature and cause severe problems in meta-analyses. Due to these phenomena, the assumptions of meta-analyses are seriously violated and the results of the studies cannot be trusted. While publication bias is almost perfectly captured by the weighting function selection model, p-hacking is much harder to model and no definitive solution has been found yet. In this paper we propose to model both publication bias and p-hacking with selection models. We derive some properties for these models, and we compare them formally and through simulations. Finally, two real data examples are used to show how the models work in practice." @default.
• W2989752418 created "2019-12-05" @default.
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• W2989752418 date "2019-11-27" @default.
• W2989752418 modified "2023-09-27" @default.
• W2989752418 title "Modelling publication bias and p-hacking" @default.
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• W2989752418 hasPublicationYear "2019" @default.
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