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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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| Veröffentlicht in: | Struct Equ Modeling |
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| Hauptverfasser: | , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2016
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| Schlagworte: | |
| Online Zugang: | 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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