Improved Semi-Parametric Bounds for Tail Probability and Expected Loss: Theory and Applications

Zhaolin Li, Artem Prokhorov

Many management decisions involve accumulated random realizations for which only the first and second moments of their distribution are available. The sharp Chebyshev-type bound fo…