Higher-order and non-stationary properties of lampard's stochastic reversible counter system |
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Authors: | P. A. Lee S. H. Ong |
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Affiliation: | Department of Mathematics , University of Malaysia , Kuala Lumpur, 22-11, Malaysia |
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Abstract: | Summary. In this paper we discuss higher-order and non-stationary properties of LAM-PAED'S (1968) stochastic reversible counter model whose output is a stochastic point process with MABKOV dependent time intervals. Statistical properties of the primed counter system, are also considered. A characterization of the probability density function of the interval lengths and the probability distribution of the counts by means of a mixed POXSSOH process is then derived. The distribution of counts of the primed counter system is shown to be mathematically equivalent to the birth-and-death process with immigration. A generalization of the problem when initial counts and incremental counts have independent distributions is also discussed |
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