Determination of System Dimensionality from Observing Near-Normal Distributions

This paper identifies a previously undiscovered behavior of uniformly distributed data points or vectors in high dimensional ellipsoidal models. Such models give near normal distributions for each of its dimensions. Converse of this may also be true; that is, for a normal-like distribution of an obs...

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Bibliographic Details
Main Authors: Shahid Razzaq, Shehzad Khalid
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2015/467195
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