Conjunction probability of smooth centered Gaussian processes
Probability
2019-09-17 v1
Abstract
In this paper we provide an upper bound for the conjunction probability of independent Gaussian smooth processes and then we prove that this bound is a good approximation with exponentially smaller error. Our result confirms the heuristic approximation by Euler characteristic method of Worsley and Friston and also implies the exact value of generalized Pickands constant in a special case. Some results for conjunction probability of correlated processes are also discussed.
Cite
@article{arxiv.1909.07086,
title = {Conjunction probability of smooth centered Gaussian processes},
author = {Viet-Hung Pham},
journal= {arXiv preprint arXiv:1909.07086},
year = {2019}
}