Orthogonal Probability Fields

This monograph introduces a new class of probability distributions on the half-line, termed Laguerre-Gamma fields, and develops their full mathematical, statistical, and geometrictheory. The construction is based on the observation that the classical Laguerre polynomials, orthogonal with respect to the gamma weight, provide a natural modal basis for representing and deforming probability densities supported on.