Tight tail probability bounds for distribution-free decision making

Ernst Roos, Ruud Brekelmans, Wouter van Eekelen +2

Chebyshev's inequality provides an upper bound on the tail probability of a random variable based on its mean and variance. While tight, the inequality has been criticized for only…