We consider the random polytope Kn, defined as the convex hull of n points chosen independently and uniformly at random on the boundary of a smooth convex body in â"d. We present both lower and upper variance bounds, a strong law of large numbers, and a central limit theorem for the intrinsic volumes of Kn. A normal approximation bound from Stein's method and estimates for surface bodies are among the tools involved.
Turchi, N., Wespi, F. (2018). Limit theorems for random polytopes with vertices on convex surfaces. ADVANCES IN APPLIED PROBABILITY, 50(4), 1227-1245 [10.1017/apr.2018.58].
Limit theorems for random polytopes with vertices on convex surfaces
Turchi N.
;
2018
Abstract
We consider the random polytope Kn, defined as the convex hull of n points chosen independently and uniformly at random on the boundary of a smooth convex body in â"d. We present both lower and upper variance bounds, a strong law of large numbers, and a central limit theorem for the intrinsic volumes of Kn. A normal approximation bound from Stein's method and estimates for surface bodies are among the tools involved.File in questo prodotto:
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