Finitely additive functions in measure theory and applications

Abstract

In this paper, we consider, and make precise, a certain extension of the Radon-Nikodym derivative operator, to functions which are additive, but not necessarily sigma-additive, on a subset of a given sigma-algebra. We give applications to probability theory; in particular, to the study of \(\mu\)-Brownian motion, to stochastic calculus via generalized Itô-integrals, and their adjoints (in the form of generalized stochastic derivatives), to systems of transition probability operators indexed by families of measures \(\mu\), and to adjoints of composition operators.

Keywords

• hilbert space
• reproducing kernels
• probability space
• gaussian fields
• transforms
• covariance
• itô integration
• itô calculus
• generalized brownian motion