Question 9.EX.25: We say that ζ is a p-percentile of the distribution F if F(ζ......

We say that ζ is a p-percentile of the distribution F if F(ζ) = p. Show that if ζ is a p-percentile of the IFRA distribution F, then

\bar{F}  (x)= ≤ e^{−θx},      x ≥ζ\\ \bar{F}  (x) ≥ e^{−θx},      x ≤ζ

where

θ = \frac{ −log(1 −p)}{ζ}
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For x \geqslant \xi,
1-p=\bar{F}(\xi)=\bar{F}(x(\xi / x)) \geqslant[\bar{F}(x)]^{\xi / x}
since IFRA. Hence, \bar{F}(x) \leqslant(1-p)^{x / \xi}=e^{-\theta x}.
For x \leqslant \xi,
\bar{F}(x)=\bar{F}(\xi(x / \xi)) \geqslant[\bar{F}(\xi)]^{x / \xi}
since IFRA. Hence, \bar{F}(x) \geqslant(1-p)^{x / \xi}=e^{-\theta x}.

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