Analysis and Approximation of Rare Events : Representations and Weak Convergence Methods (Probability Theory and Stochastic Modelling)

This book presents broadly applicable methods for the large deviation and moderate deviation analysis of discrete and continuous time stochastic systems. By characterizing a large deviation principle in terms of Laplace asymptotics, one converts the proof of large deviation limits into the convergence of variational representations.