Figure 1From: Statistical learning techniques applied to epidemiology: a simulated case-control comparison study with logistic regressionTraining and evaluation scheme. This figure shows the analysis sequence. One simulated training dataset was used to estimate the parameters for all models and perform an initial evaluation with the fitted models. Ten independent simulated datasets were then used to evaluate the fitted models to eliminate training bias.Back to article page