Poisson asymptotics for random projections of points on a high-dimensional sphere

preprint2009arXivOpen access

Abstract

Project a collection of points on the high-dimensional sphere onto a random direction. If most of the points are sufficiently far from one another in an appropriate sense, the projection is locally close in distribution to the Poisson point process.

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