Problem bank

Problem 275 of 333HardProbabilityP275

The sharp one-sided tail bound

  1. XX has mean 0 and variance 1, and nothing else is known. How large can P(X≥2)P(X \ge 2) be? Give the sharp bound and a distribution that attains it, and compare with Chebyshev and with the normal.