Robust Metrics for Comparing One-Dimensional Functions: Stability to Noise, Perturbations, and Changes in Projection Angle

The Volterra p-norms and distances exhibit stability properties that make them robust to a broad class of perturbations, including changes in projection angle and additive noise, when comparing one-dimensional functions.