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Q5Section I (Objective (Q1–Q80))5 of 80

Confidence interval from the minimum of an exponential sample

Let x1,x2,…,xnx_1,x_2,\dots,x_n be a random sample from the distribution having p.d.f. f(x,θ)=e−(x−θ);x>θf(x,\theta)=e^{-(x-\theta)}; x>\theta. Further, (x(1)−log⁡40n, x(1))\Bigl(x_{(1)}-\dfrac{\log40}{n},\,x_{(1)}\Bigr) is 100β%100\beta\% confidence interval for θ\theta, where x(1)=min⁡{x1,…,xn}x_{(1)}=\min\{x_1,\dots,x_n\}. What is the value of β\beta?

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