Let $X$ have the gamma $(r, \lambda)$ distribution. Show that $P(X \ge 2E(X)) \le (2/e)^r$.
I do not know how to approach this. I am thinking of Chernoff Bounds, but what trips me up is how to minimize the bound.
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