Moments Determine the Tail of a Distribution (But Not Much Else)

Abstract

How much information does a finite collection of moments carry about the underlying distribution? We revive an old bound, give a new, simple formula for its calculation, and demonstrate that although very little can be said about the central part of the distribution, the tail is much more sharply defined.

Key Words:

• Distribution bounds
• Moments