The Information Geometry of Sparse Goodness-of-Fit Testing

This paper takes an information-geometric approach to the challenging issue of goodness-of-fit testing in the high dimensional, low sample size context where—potentially—boundary effects dominate. The main contributions of this paper are threefold: first, we present and prove two new theorems on the...

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Bibliographic Details
Main Authors: Paul Marriott, Radka Sabolová, Germain Van Bever, Frank Critchley
Format: Article
Language:English
Published: MDPI AG 2016-11-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/18/12/421