The increasing diversity of scientific and engineering data has driven the development of flexible techniques for inferring probability distributions without assuming a specific parametric family.

Nonparametric regression has emerged as a vital tool for analysing temporal data without imposing rigid functional forms. By relying on data-driven smoothing techniques, these methods accommodate ...