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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...

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Bibliographic Details
Published in:Struct Equ Modeling
Main Authors: Lubke, Gitta H., Campbell, Ian
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access: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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