thinking was in failing to appreciate that multivariate model-based predictions can be strong even when coefficients of individual predictors are weak. It is noteworthy in this regard that our high concentration of PTSD risk among the 5% of respondents with highest predicted risk from our model was based on a replicated cross-validated simulation designed to adjust for over-fitting due to low EPV.
