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Superposition and decomposition of stationary point processes

Published online by Cambridge University Press:  14 July 2016

Yoshifusa Ito*
Affiliation:
Nagoya University

Abstract

A recursion formula is obtained by rearranging Lawrance's (1973) result concerning the superposition of independent stationary point processes for which there exist joint probability density functions for the intervals between successive points. When these component point processes are identically distributed, the formula can in principle be inverted to describe their probability structure given that of the superposition process.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1978 

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References

Ambartzumian, R. V. (1965) Two inverse problems concerning the superposition of recurrent point processes. J. Appl. Prob. 2, 449454.Google Scholar
Ambartzumian, R. V. (1967) On the characterization of a Poisson process in terms of expandability of a point process in independent recurrent components. Akad. Nauk Armjan. SSR Dokl. 44, 813.Google Scholar
Çinlar, E. (1972) Superposition of point processes. In Stochastic Point Processes, ed. Lewis, P. A. W. Wiley-Interscience, New York, 549606.Google Scholar
Daley, D. J. (1973a) Poisson and alternating renewal processes with superposition a renewal process. Math. Nachr. 57, 359369.CrossRefGoogle Scholar
Daley, D. J. (1973b) Markovian processes whose jump epochs constitute a renewal process. Quart. J. Math. 24, 97105.CrossRefGoogle Scholar
Lampard, D. G. (1962) Superposition of random pulse processes with some applications to neurophysiology. Unpublished Manuscript, CSIRO Division of Applied Physics, Sydney.Google Scholar
Lawrance, A. J. (1973) Dependency of intervals between events in superposition process. J. R. Statist. Soc. B 35, 306315.Google Scholar
Mecke, J. (1967) Zum Problem der Zerlegbarkeit stationärer rekurrenter zufälliger Punktfolgen. Math. Nachr. 35, 311321.Google Scholar
Störmer, H. (1969) Zur Überlagerung von Erneuerungsprozessen. Z. Wahrscheinlichkeitsh. 13, 929.Google Scholar