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Exponential approximations in the classes of life distributions

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Abstract

In this paper we discuss the approximation of life distributions by exponential ones. The main results are: (1) ∀F∈ NBUE, where its mean is 1, we have\(|\bar F(t) - e^{ - t} | \leqslant 1 - e^{ - \sqrt {20} } ,\forall t \geqslant 0\), ∀≥0, where ρ = 1 - μ2/2, μ2 being the second moment ofF. The inequality is sharp. (2) In the case ofF∈IFR, the upper bound is\(1 - e^{ - \tfrac{\rho }{{1 - \rho }}} \). (3) For the HNBUE class, the upper bound is min\((\sqrt[3]{{4\rho }}.\sqrt[3]{{4\rho }})\). Furthermore, the improved upper bound is\(\sqrt[3]{{36\rho /(3 + 2\sqrt \rho )^2 }}\). In addition, we show\(\mathop {\sup }\limits_{t > 0} |\bar G(t) - e^{ - t} | \leqslant \sqrt {\frac{\rho }{2}} \), where\(\bar G(t) = \int_t^\infty {\bar F} (u)du\) (4) For the IMRL class, the upper bound is ρ/(1+ρ) ([1]). Here we give a simple proof.

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References

  1. Brown, M., approximating IMRL Distributions by Exponential Distributions, with Applications to First Passage Times,Ann. Prob.,11 (1983), 419–427.

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  2. Brown, M. and Ge Guangping, Exponential Approximations for Two Classes of Aging Distributions, in China-Japan Symposium on Statistics, 1984, Beijing.

  3. Барзилович, Е. Ю., и др., Вопросы математической теорий надеЗности, Москва, Радио и Связь, 1983.

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Project supported by the National Natural Science Fund of China.

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Cheng, K., He, Z. Exponential approximations in the classes of life distributions. Acta Mathematicae Applicatae Sinica 4, 234–244 (1988). https://doi.org/10.1007/BF02006220

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