Non linear techniques like logistic regression improve forecasts for the higher probabilities (figures from Applequist et al.)

PROBABILITIES USING STATISTICAL METHODS ARE WELL CALIBRATED ESPECIALLY FOR LOWER THRESHOLDS.

2.5 mm

1.25 mm