Banach spaces may be finite and infinite dimensional over a field and manifolds are modelled on Banach spaces. This book reviews research in stochastic processes with values in Banach spaces, manifolds and topological groups. Also discussed herein are random functions with values in Lie groups. Theorems about their transformation properties relative to linear and non-linear mappings of definite types are given.