Limit theorems for squared increment sums of the maximum of two isotropic fractional Brownian fields over a fixed-domain
Fuente:
arXiv
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| Autori principali: | , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866909499242053632 |
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| author | Chenavier, Nicolas Robert, Christian Y. |
| author_facet | Chenavier, Nicolas Robert, Christian Y. |
| contents | The pointwise maximum of two independent and identically distributed isotropic fractional Brownian fields (with Hurst parameter $H<1/2$) is observed in a family of points in the unit square $\mathbf{C}=(-1/2,1/2]^{2}$. We assume that these points come from the realization of a homogeneous Poisson point process with intensity $N$. We consider normalized increments (resp. pairs of increments) along the edges of the Delaunay triangulation generated by the Poisson point process (resp. pairs of edges within triangles). We investigate the asymptotic behaviors of the squared increment sums as $N\rightarrow \infty $. We show that the normalizations differ from the case of a unique isotropic fractional Brownian field as obtained in \cite{Chenavier&Robert25a} and that the sums converge to the local time of the difference of the two isotropic fractional Brownian fields up to constant factors. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_12184 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Limit theorems for squared increment sums of the maximum of two isotropic fractional Brownian fields over a fixed-domain Chenavier, Nicolas Robert, Christian Y. Probability The pointwise maximum of two independent and identically distributed isotropic fractional Brownian fields (with Hurst parameter $H<1/2$) is observed in a family of points in the unit square $\mathbf{C}=(-1/2,1/2]^{2}$. We assume that these points come from the realization of a homogeneous Poisson point process with intensity $N$. We consider normalized increments (resp. pairs of increments) along the edges of the Delaunay triangulation generated by the Poisson point process (resp. pairs of edges within triangles). We investigate the asymptotic behaviors of the squared increment sums as $N\rightarrow \infty $. We show that the normalizations differ from the case of a unique isotropic fractional Brownian field as obtained in \cite{Chenavier&Robert25a} and that the sums converge to the local time of the difference of the two isotropic fractional Brownian fields up to constant factors. |
| title | Limit theorems for squared increment sums of the maximum of two isotropic fractional Brownian fields over a fixed-domain |
| topic | Probability |
| url | https://arxiv.org/abs/2502.12184 |