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arxiv: 0903.0107 · v4 · pith:ENP5WI6Cnew · submitted 2009-02-28 · 🧮 math.PR

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

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keywords pointshigh-dimensionalpoissonrandomsphereanotherappropriateasymptotics
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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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