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Hidden Markov Chain Filtering for Generalised Bessel Processes

Robert Elliott and Eckhard Platen ()
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Robert Elliott: University of Adelaide

No 23, Research Paper Series from Quantitative Finance Research Centre, University of Technology, Sydney

Abstract: Finite-dimensional recursive filters are obtained for generalised Bessel processes with a drift parameter that follows a hidden Markov chain. In particular, filters are constructed for the states, the jumps and the occupation times of the states of the Markov chain. These lead to estimators for the transition rates and the levels of the hidden states of the chain. Finally a minimum variance filter is described that minimises fluctuations of the filters.

Date: 1999-12-01
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Published as: Elliott, R. and Platen, E., 2001, "Hidden Markov Chain Filtering for Generalised Bessel Processes", Stochastics in Finite and Infinite Dimensions: Trends in Mathematics, 123-143.

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Persistent link: https://EconPapers.repec.org/RePEc:uts:rpaper:23

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