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Representations of general stochastic processes

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  • Johnson, Dudley Paul

Abstract

In this paper we carry on our study [4] of the algebraic representations of general stochastic processes. We give methods for constructing the algebraic representation of a stochastic process from the distribution of the process at a fixed finite number of times, we develope some techniques of integration, and we introduce the notion of a fibre bundle representation of a stochastic process. We then use this fibre bundle representation to study existence, methods of computation and the geometry of Markov process representations of the general stochastic process; thus extending [4] where existence was only discussed for discrete time or simple stochastic processes.

Suggested Citation

  • Johnson, Dudley Paul, 1979. "Representations of general stochastic processes," Journal of Multivariate Analysis, Elsevier, vol. 9(1), pages 16-58, March.
  • Handle: RePEc:eee:jmvana:v:9:y:1979:i:1:p:16-58
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