Let x1,dots,xn∼iid exponential with rate λ. Therefore each xi has density,f(x|λ)=λexp(-λx), for x>0
Show hat(τ)=exp(-a(x‾n)-1) is the maximum likelihood estimator for τ = P ( x1 > a ) , assuming a > 0 .