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Classical large deviation theorems on complete Riemannian manifolds
Authors:Richard C Kraaij  Frank Redig  Rik Versendaal
Abstract:We generalize classical large deviation theorems to the setting of complete, smooth Riemannian manifolds. We prove the analogue of Mogulskii’s theorem for geodesic random walks via a general approach using viscosity solutions for Hamilton–Jacobi equations. As a corollary, we also obtain the analogue of Cramér’s theorem. The approach also provides a new proof of Schilder’s theorem. Additionally, we provide a proof of Schilder’s theorem by using an embedding into Euclidean space, together with Freidlin–Wentzell theory.
Keywords:Corresponding author    Large deviations  Cramér’s theorem  Geodesic random walks  Riemannian Brownian motion  Non-linear semigroup method  Hamilton–Jacobi equation
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