A method for approximating the probability functions of a Markov chain

A method for approximating the probability functions of a Markov chain

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Article ID: iaor1989373
Country: United Kingdom
Volume: 25
Issue: 4
Start Page Number: 808
End Page Number: 814
Publication Date: Dec 1988
Journal: Journal of Applied Probability
Authors:
Abstract:

This paper presents a method of approximating the state probabilities for a continuous-time Markov chain. This is done by constructing a right-shift process and then solving the Kolmogorov system of differential equations recursively. By solving a finite number of the differential equations, it is possible to obtain the state probabilities to any degree of accuracy over any finite time interval.

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