Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality.

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Abstract

Automated variable selection methods are frequently used to determine the independent predictors of an outcome. The objective of this study was to determine the reproducibility of logistic regression models developed using automated variable selection methods.

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PubMed ID:: 15567629

DOI:: 10.1016/j.jclinepi.2004.04.003

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Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality.

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NeuroImaging Methods

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