Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed random fields are proved. Some generalizations to sojourn measures above moving levels and for cross-correlated scenarios are presented. Special attention is paid to Student and Fisher–Snedecor random fields. Some simulation results are also presented
For a smooth stationary Gaussian field f on R d and level ℓ ∈ R, we consider the number of connected...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
The statistical analysis of brain functional and structural change presents a formidable statistical...
Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed rando...
This paper addresses the asymptotic analysis of sojourn functionals of spatiotemporal Gaussian rando...
Forthcoming (2017) in Journal of Theoretical ProbabilityOur interest in this paper is to explore lim...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
When a random field (Xt; t 2 R2) is thresholded on a given level u, the excursion set is given by it...
We are interested in creating statistical methods to provide informative summaries of random fields ...
We consider smooth, infinitely divisible random fields with regularly varying Levy measure, and ar...
For a smooth, stationary, planar Gaussian field, we consider the number of connected components of i...
Abstract: Studying the geometry generated by Gaussian and Gaussian-related random fields via their e...
Studying the geometry generated by Gaussian and Gaussian-related random fields via their excursion s...
Modeling the critical points of a Gaussian random field is an important challenge in stochastic geom...
A timely and comprehensive treatment of random field theory with applications across diverse areas o...
For a smooth stationary Gaussian field f on R d and level ℓ ∈ R, we consider the number of connected...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
The statistical analysis of brain functional and structural change presents a formidable statistical...
Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed rando...
This paper addresses the asymptotic analysis of sojourn functionals of spatiotemporal Gaussian rando...
Forthcoming (2017) in Journal of Theoretical ProbabilityOur interest in this paper is to explore lim...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
When a random field (Xt; t 2 R2) is thresholded on a given level u, the excursion set is given by it...
We are interested in creating statistical methods to provide informative summaries of random fields ...
We consider smooth, infinitely divisible random fields with regularly varying Levy measure, and ar...
For a smooth, stationary, planar Gaussian field, we consider the number of connected components of i...
Abstract: Studying the geometry generated by Gaussian and Gaussian-related random fields via their e...
Studying the geometry generated by Gaussian and Gaussian-related random fields via their excursion s...
Modeling the critical points of a Gaussian random field is an important challenge in stochastic geom...
A timely and comprehensive treatment of random field theory with applications across diverse areas o...
For a smooth stationary Gaussian field f on R d and level ℓ ∈ R, we consider the number of connected...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
The statistical analysis of brain functional and structural change presents a formidable statistical...