We report and discuss a number of auxiliary results supporting the main findings of the principal paper and assess the robustness of the selective predictability scheme.

We also provide a discussion of the results which would be obtained by means of standard regressive approaches. In the final part, we also expand the discussion of the validation of the forecasting power of the method through the backtesting procedure proposed. (PDF)