The Missing Mass Problem

Mathematics – Statistics Theory

Scientific paper

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15 pages

Scientific paper

We give tight lower and upper bounds on the expected missing mass for
distributions over finite and countably infinite spaces. An essential
characterization of the extremal distributions is given. We also provide an
extension to totally bounded metric spaces that may be of independent interest.

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