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Characterization of matrix probability distributions by mean residual lifetime

Published online by Cambridge University Press:  24 October 2008

P. E. Jupp
Affiliation:
Department of Statistics, University of St Andrews

Extract

The mean residual lifetime of a real-valued random variable X is the function e defined by

One of the more important properties of the mean residual lifetime function is that it determines the distribution of X. See, for example, Swartz [10]. References to related characterizations are given by Galambos and Kotz [3], pages 30–35. It was established by Jupp and Mardia[6] that this property holds also for vector-valued X. As (1·1) makes sense if X is a random symmetric matrix, it is natural to ask whether the property holds in this case also. The purpose of this note is to show that, under certain regularity conditions, the distributions of such matrices are indeed determined by their mean residual lifetimes.

Type
Research Article
Copyright
Copyright © Cambridge Philosophical Society 1986

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References

REFERENCES

[1]Blaesild, P.. A generalization of the exponential distribution to convex sets in . Scand. J. Statist. 5 (1978), 189194.Google Scholar
[2]Farrell, R. H.. Techniques of Multivariate Calculation. Lecture Notes in Math. vol. 520 (Springer-Verlag, 1976).CrossRefGoogle Scholar
[3]Galambos, J. and Kotz, S.. Characterizations of Probability Distributions. Lecture Notes in Math. vol. 675 (Springer-Verlag, 1978).CrossRefGoogle Scholar
[4]Herz, C. S.. Bessel functions of matrix argument. Ann. Math. 61 (1955), 474523.CrossRefGoogle Scholar
[5]Hutchinson, T. P.. Four applications of a bivariate Pareto distribution. Biometrical J. 21 (1979), 553563.Google Scholar
[6]Jupp, P. E. and Mardia, K. V.. A characterization of the multivariate Pareto distribution. Ann. Statist. 10 (1982), 10211024.Google Scholar
[7]Kotlarski, I. I. and Hinds, W. E.. Characterization theorems using conditional expectations. J. Appl. Prob. 12 (1975), 400406.CrossRefGoogle Scholar
[8]Lang, S.. Differential Manifolds (Addison-Wesley, 1972).Google Scholar
[9]Mardia, K. V., Kent, J. T. and Bibby, J. M.. Multivariate Analysis (Academic Press, 1979).Google Scholar
[10]Swartz, G. B.. The mean residual lifetime function. IEEE Trans. Reliability R 22 (1973), 108109.Google Scholar