English

Multivariate Normal Approximation for functionals of random polytopes

Probability 2019-04-02 v1

Abstract

Consider the random polytope, that is given by the convex hull of a Poisson point process on a smooth convex body in Rd\mathbb{R}^d. We prove central limit theorems for continuous motion invariant valuations including the Will's functional and the intrinsic volumes of this random polytope. Additionally we derive a central limit theorem for the oracle estimator, that is an unbiased an minimal variance estimator for the volume of a convex set. Finally we obtain a multivariate limit theorem for the intrinsic volumes and the components of the f\mathbf{f}-vector of the random polytope.

Keywords

Cite

@article{arxiv.1904.00881,
  title  = {Multivariate Normal Approximation for functionals of random polytopes},
  author = {Jens Grygierek},
  journal= {arXiv preprint arXiv:1904.00881},
  year   = {2019}
}
R2 v1 2026-06-23T08:25:30.029Z