Random simplicial complexes: models and phenomena
We review a collection of models of random simplicial complexes together with some of the
most exciting phenomena related to them. We do not attempt to cover all existing models …
most exciting phenomena related to them. We do not attempt to cover all existing models …
Large deviation principle for geometric and topological functionals and associated point processes
We prove a large deviation principle for the point process associated to k-element
connected components in R d with respect to the connectivity radii rn→∞. The random …
connected components in R d with respect to the connectivity radii rn→∞. The random …
Large deviations for the volume of -nearest neighbor balls
This paper develops the large deviations theory for the point process associated with the
Euclidean volume of $ k $-nearest neighbor balls centered around the points of a …
Euclidean volume of $ k $-nearest neighbor balls centered around the points of a …
Limit laws for large th-nearest neighbor balls
Let be a sequence of independent random points in with common Lebesgue density f.
Under some conditions on f, we obtain a Poisson limit theorem, as, for the number of large …
Under some conditions on f, we obtain a Poisson limit theorem, as, for the number of large …
Large nearest neighbour balls in hyperbolic stochastic geometry
M Otto, C Thäle - Extremes, 2023 - Springer
Consider a stationary Poisson process in ad-dimensional hyperbolic space. For R> 0 define
the point process ξ R (k) of exceedance heights over a suitable threshold of the hyperbolic …
the point process ξ R (k) of exceedance heights over a suitable threshold of the hyperbolic …
Poisson approximation of Poisson-driven point processes and extreme values in stochastic geometry
M Otto - Bernoulli, 2025 - projecteuclid.org
Poisson approximation of Poisson-driven point processes and extreme values in stochastic
geometry Page 1 Bernoulli 31(1), 2025, 30–54 https://doi.org/10.3150/23-BEJ1688 Poisson …
geometry Page 1 Bernoulli 31(1), 2025, 30–54 https://doi.org/10.3150/23-BEJ1688 Poisson …
Homological connectivity in random Čech complexes
O Bobrowski - Probability Theory and Related Fields, 2022 - Springer
We study the homology of random Čech complexes generated by a homogeneous Poisson
process. We focus on 'homological connectivity'—the stage where the random complex is …
process. We focus on 'homological connectivity'—the stage where the random complex is …
Disagreement coupling of Gibbs processes with an application to Poisson approximation
We discuss a thinning and an embedding procedure to construct finite Gibbs processes with
a given Papangelou intensity. Extending the approach of Hofer-Temmel (Electron. J …
a given Papangelou intensity. Extending the approach of Hofer-Temmel (Electron. J …
Large deviations for hyperbolic -nearest neighbor balls
We prove a large deviation principle for the point process of large Poisson $ k $-nearest
neighbor balls in hyperbolic space. More precisely, we consider a stationary Poisson point …
neighbor balls in hyperbolic space. More precisely, we consider a stationary Poisson point …
Compound Poisson process approximation under -mixing and stabilization
N Chenavier, M Otto - arxiv preprint arxiv:2310.15009, 2023 - arxiv.org
We establish Poisson and compound Poisson approximations for stabilizing statistics of
$\beta $-mixing point processes and give explicit rates of convergence. Our findings are …
$\beta $-mixing point processes and give explicit rates of convergence. Our findings are …