Summary
LetX be a positive random variable with the distributionF and letG 0 be a monotone non-decreasing function such that E{G 0(X)} exists and is positive. Then under some additional conditions onF andG 0, E{G 0(X−x)|X>x}=E{G 0(X)},x≧0 implies thatF is exponential.
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References
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Shimizu, R. On a lack of memory property of the exponential distribution. Ann Inst Stat Math 31, 309–313 (1979). https://doi.org/10.1007/BF02480287
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DOI: https://doi.org/10.1007/BF02480287