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A central limit theorem by remainder term for renewal processes

Published online by Cambridge University Press:  01 July 2016

Allen L. Roginsky*
Affiliation:
IBM Corporation
*
Postal address: IBM Corporation, P.O. Box 12195, Research Triangle Park, NC 27709, USA.

Abstract

Three different definitions of the renewal processes are considered. For each of them, a central limit theorem with a remainder term is proved. The random variables that form the renewal processes are independent but not necessarily identically distributed and do not have to be positive. The results obtained in this paper improve and extend the central limit theorems obtained by Ahmad (1981) and Niculescu and Omey (1985).

Type
Research Article
Copyright
Copyright © Applied Probability Trust 1992 

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Footnotes

This research was conducted while the author was a graduate student at the Department of Statistics, University of North Carolina at Chapel Hill

References

Ahmad, I. A. (1981) The exact order of normal approximation in bivariate renewal theory. Adv. Appl. Prob. 13, 113128.Google Scholar
Ahmad, I. A. and Lin, P. E. (1977) A Barry-Esseen type theorem. Utilitas Math. 11, 153160.Google Scholar
Bikelis, A. (1966) Estimates of the remainder term in the central limit theorem. Litous. Mat. Sb. 6, 323346.Google Scholar
Cox, D. R. and Smith, W. L. (1953) A direct proof of a fundamental theorem of renewal theory. Skand. Act. 36, 139150.CrossRefGoogle Scholar
Csenki, A. (1979) An invariance principle in k-dimensional extended renewal theory. J. Appl. Prob. 16, 567574.Google Scholar
Feller, W. (1949) Fluctuation theory of renewal events. Trans. Amer. Math. Soc. 67, 98119.Google Scholar
Hunter, J. J. (1974) Renewal theory in two dimensions: asymptotic results. Adv. Appl. Prob. 6, 546562.Google Scholar
Niculescu, S. P. (1984) On the asymptotic distribution of multivariate renewal processes. J. Appl. Prob. 21, 639645.Google Scholar
Niculescu, S. P. and Omey, E. (1985) On the exact order of normal approximation in multivariate renewal theory. J. Appl. Prob. 22, 280287.Google Scholar
Petrov, V. V. (1960) Asymptotic expansions for the derivatives of the distribution function of a sum of independent terms. Vest. Leningrad. Univ. 19, 918.Google Scholar
Petrov, V. V. (1975) Sums of Independent Random Variables. Springer-Verlag, Berlin.Google Scholar