Replication to assess statistical adequacy

"Statistical adequacy" is an important prerequisite for securing reliable inference in empirical modelling. This paper argues for more emphasis on replication that specifically assesses whether the results reported in empirical studies are based on statistically adequate models, i.e., mode...

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Veröffentlicht in:Economics. The open-access, open-assessment e-journal open-assessment e-journal, 2018-12, Vol.12 (2018-60), p.1-16
1. Verfasser: Owen, P. Dorian
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Sprache:eng
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Zusammenfassung:"Statistical adequacy" is an important prerequisite for securing reliable inference in empirical modelling. This paper argues for more emphasis on replication that specifically assesses whether the results reported in empirical studies are based on statistically adequate models, i.e., models with valid underpinning statistical assumptions that pass relevant diagnostic tests for misspecification. A replication plan is briefly outlined to illustrate what this would involve in practice in the context of a specific study by Acemoglu, Gallego and Robinson (Institutions, human capital, and development, Annual Review of Economics, 2014).
ISSN:1864-6042
1864-6042
DOI:10.5018/economics-ejournal.ja.2018-60