A simulation based method for assessing the statistical significance of logistic regression models after common variable selection procedures
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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 mo... ...