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A simulation based method for assessing the statistical significance of logistic regression models after common variable selection procedures
Classification models can demonstrate apparent prediction accuracy even when there is no underlying relationship between the predictors and the response. Variable selection procedures can lead to false positive variable selections and overestimation of true model performance. A simulation study was...
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| Publicado no: | Commun Stat Simul Comput |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2016
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5722241/ https://ncbi.nlm.nih.gov/pubmed/29225408 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2016.1230216 |
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