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 . 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 -vector of the random polytope.
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}
}