Statistical Curvature in Two Dimensions: A Teaching Application

Title
Statistical Curvature in Two Dimensions: A Teaching Application
Publication Date
2005
Author(s)
Ellem, Bernard
Thomas, Kylie
Type of document
Report
Language
en
Entity Type
Publication
Publisher
University of New England, School of Mathematics, Statistics and Computer Science
Place of publication
Armidale, Australia
Series
Research and Technical Reports
UNE publication id
une:4887
Abstract
This report presents a novel method of teaching curvature measures via simple 2D examples using the elementary formulae for curvature encountered by undergraduate students. Using this procedure students can verify algebraically and numerically the invariance of intrinsic curvature and corroborate the best parameterisation by examination of parameter effects curvature, again mathematically and empirically. For serious users of curvature measures, this elementary exposition also reconciles the general definition of 'statistical curvature' coined by Efron (1975), with the approach of Amari (1990), albeit for the exponential connection only.
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