Bayesian estimate of the degree of a polynomial given a noisy data sample

Giovanni Mana, Paolo Alberto Giuliano Albo, Simona Lago

A widely used method to create a continuous representation of a discrete data-set is regression analysis. When the regression model is not based on a mathematical description of th…