N-sphere chord length distribution
Probability
2014-11-21 v1 Machine Learning
Abstract
This work studies the chord length distribution, in the case where both ends lie on a -dimensional hypersphere (). Actually, after connecting this distribution to the recently estimated surface of a hyperspherical cap \cite{SLi11}, closed-form expressions of both the probability density function and the cumulative distribution function are straightforwardly extracted, which are followed by a discussion on its basic properties, among which its dependence from the hypersphere dimension. Additionally, the distribution of the dot product of unitary vectors is estimated, a problem that is related to the chord length.
Cite
@article{arxiv.1411.5639,
title = {N-sphere chord length distribution},
author = {Panagiotis Sidiropoulos},
journal= {arXiv preprint arXiv:1411.5639},
year = {2014}
}