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Inference Based on the Best-Fitting Model can Contribute to the Replication Crisis: Assessing Model Selection Uncertainty Using a Bootstrap Approach

Inference and conclusions drawn from model fitting analyses are commonly based on a single “best-fitting” model. If model selection and inference are carried out using the same data model selection uncertainty is ignored. We illustrate the Type I error inflation that can result from using the same d...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Struct Equ Modeling
Prif Awduron: Lubke, Gitta H., Campbell, Ian
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5487004/
https://ncbi.nlm.nih.gov/pubmed/28663687
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10705511.2016.1141355
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