Figure 1

Panel (A) Contributions, in percentage terms, of each predictor to the first dimension from the principal component analysis. Panel (B) Plot of the loading vectors (coefficients of the variables on the principal components) for quantitative predictors. Panel (C) Plot of the coefficients of the variables on the principal components for qualitative predictors.