Existence and approximation of densities of chord length- and cross section area distributions

Journal Article (2023)
Author(s)

Thomas van der Jagt (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Geurt Jongbloed (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Martina Vittorietti (Università degli Studi di Palermo)

Research Group
Statistics
URL related publication
https://www.ias-iss.org/ojs/IAS/article/view/2923 Final published version
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Publication Year
2023
Language
English
Research Group
Statistics
Journal title
Image Analysis and Stereology
Pages (from-to)
171-184
Downloads counter
183
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Abstract

In various stereological problems ann-dimensional convex body is intersected with an(n−1)-dimensionalIsotropic Uniformly Random (IUR) hyperplane. In this paper the cumulative distribution function associatedwith the(n−1)-dimensional volume of such a random section is studied. This distribution is also knownas chord length distribution and cross section area distribution in the planar and spatial case respectively.For various classes of convex bodies it is shown that these distribution functions are absolutely continuouswith respect to Lebesgue measure. A Monte Carlo simulation scheme is proposed for approximating thecorresponding probability density functions.