In: Statistics and Probability
Consider an exponential distribution f(x|θ) = θe^(−θx) for x > 0. Let the prior distribution for θ be f(θ) = e^ −θ for θ > 0.
(a) Show that the posterior distribution is a Gamma distribution. With what parameters?
(b) Find the Bayes’ estimator for θ.