Aryeh Kontorovich

Senior Academic

The missing mass problem

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.

Publication language English
Pages 1102-1110
Journal Statistics and Probability Letters
Volume 82
Issue number 6
Publication status Published - 01.06.2012

Keywords

Missing mass
Probability estimate
Sampling

ASJC Scopus subject areas

Statistics and Probability
Statistics, Probability and Uncertainty
Access to Document
10.1016/j.spl.2012.02.014
Other files and links
Link to publication in Scopus