Abstract:
We consider a random polytope in $\mathbb{R}^d$ whose vertices are distributed according to a beta distribution. It is shown that, as the parameters of the beta distribution increase, the expected volume of the polytope decreases. If the number of vertices does not exceed $d+1$ (the simplex case), the same monotonicity holds for all positive integer moments of the volume. The results are extended to a broader class of distributions satisfying a stochastic domination condition for the radial components.
Key words and phrases:beta-polytopes, expected volume, beta distribution, random simplices, convex hull, stochastic dominance, intrinsic volumes, geometric probability, stochastic geometry.