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Renewal theory in two dimensions: Basic results

Published online by Cambridge University Press:  01 July 2016

Jeffrey J. Hunter*
Affiliation:
University of Auckland, New Zealand

Abstract

In this paper a unified theory for studying renewal processes in two dimensions is developed. Bivariate generating functions and bivariate Laplace transforms are the basic tools used in generalizing the standard theory of univariate renewal processes. An example involving a bivariate exponential distribution is presented. This is used to illustrate the general theory and explicit expressions for the two-dimensional renewal density, the two-dimensional renewal function, the correlation between the marginal univariate renewal counting processes, and other related quantities are derived.

Type
Research Article
Copyright
Copyright © Applied Probability Trust 1974 

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References

[1] Cox, D. R. (1962) Renewal Theory. Methuen, London.Google Scholar
[2] Ditkin, V. A. and Prudnikov, A. P. (1962) Operational Calculus in Two Variables and its Applications. Translated by Wishart, D. M. G.. Pergamon, London.Google Scholar
[3] Downton, F. (1970) Bivariate exponential distributions in reliability theory. J. R. Statist. Soc. B 32, 408417.Google Scholar
[4] Feller, W. (1968) An Introduction to Probability Theory and its Applications. Vol. I, 3rd. ed. Wiley, New York.Google Scholar
[5] Hunter, J. J. (1973) Renewal theory in two dimensions: Basic results. Institute of Statistics Mimeo Series No. 861, University of North Carolina at Chapel Hill.Google Scholar
[6] Johnson, N. L. and Kotz, S. (1972) Distributions in Statistics: Continuous Multivariate Distributions. Wiley, New York.Google Scholar
[7] Kibble, W. F. (1941) A two variate gamma-type distribution. Sankhyā 5, 137150.Google Scholar
[8] Nagao, M. and Kadoya, M. (1971) Two-variate exponential distribution and its numerical table for engineering application. Bull. Disas. Prev. Res. Inst. Kyoto Univ. 20, 183215.Google Scholar
[9] Ramasubban, T. A. (1958) The mean difference and mean deviation of some discontinuous distributions. Biometrika 45, 549556.Google Scholar
[10] Smith, W. L. (1958) Renewal theory and its ramifications. J. R. Statist. Soc. B 20, 243302.Google Scholar
[11] Voelker, D. and Doetsch, G. (1950) Die Zweidimensionale Laplace-transformation. Verlag Birkhäuser, Basel.Google Scholar