NASA Logo

NTRS

NTRS - NASA Technical Reports Server

Back to Results
Metrics for More than Two Points at OnceThe conventional definition of a topological metric over a space specifies properties that must be obeyed by any measure of "how separated" two points in that space are. Here it is shown how to extend that definition, and in particular the triangle inequality, to concern arbitrary numbers of points. Such a measure of how separated the points within a collection are can be bootstrapped, to measure "how separated" from each other are two (or more) collections. The measure presented here also allows fractional membership of an element in a collection. This means it directly concerns measures of "how spread out" a probability distribution over a space is. When such a measure is bootstrapped to compare two collections, it allows us to measure how separated two probability distributions are, or more generally, how separated a distribution of distributions is.
Document ID
20050082128
Acquisition Source
Ames Research Center
Document Type
Preprint (Draft being sent to journal)
Authors
Wolpert, David H.
(NASA Ames Research Center Moffett Field, CA, United States)
Date Acquired
September 7, 2013
Publication Date
January 1, 2005
Subject Category
Statistics And Probability
Distribution Limits
Public
Copyright
Work of the US Gov. Public Use Permitted.
No Preview Available