NN Leonenko, MD Ruiz-Medina - Journal of Applied Probability, 2023 - cambridge.org
This paper addresses the asymptotic analysis of sojourn functionals of spatiotemporal Gaussian random fields with long-range dependence (LRD) in time, also known as long …
M Kratz, S Vadlamani - Journal of Theoretical Probability, 2018 - Springer
Our interest in this paper is to explore limit theorems for various geometric functionals of excursion sets of isotropic Gaussian random fields. In the past, asymptotics of nonlinear …
In this paper, we consider isotropic and stationary real Gaussian random fields defined on S 2× R and we investigate the asymptotic behavior, as T→+∞, of the empirical measure …
Abstract We investigate Stein–Malliavin approximations for nonlinear functionals of geometric interest for random eigenfunctions on the unit d-dimensional sphere S d, d≥ 2. All …
Abstract Let X={X(x):\x∈S^N\} be a real-valued, centered Gaussian random field indexed on the N-dimensional unit sphere S^N. Approximations to the excursion probability …
In this paper, we investigate a class of spherical functional autoregressive processes, and we discuss the estimation of the corresponding autoregressive kernels. In particular, we first …
In this short note, we build upon recent results from our earlier paper to present a precise expression for the asymptotic variance of the Euler-Poincaré characteristic for the excursion …
In the present paper, we deal with a stationary isotropic random field X:R^d→R and we assume it is partially observed through some level functionals. We aim at providing a …
X Lan, D Marinucci, Y Xiao - Stochastic Processes and their Applications, 2018 - Elsevier
In this paper, we are concerned with sample path properties of isotropic spherical Gaussian fields on S 2. In particular, we establish the property of strong local nondeterminism of an …