Stochastic Models for Fractional Calculus

This book develops the basic theory of fractional calculus and anomalous diffusion, from the point of view of probability. It covers basic limit theorems for random variables and random vectors with heavy tails, including regular variation, triangular arrays, infinitely divisible laws, random walks, and stochastic process convergence. This second edition includes a new chapter on numerical methods, with practical examples and computer codes.