We study the normal approximation of functionals of Poisson measures having the form of a finite sum of multiple integrals. When the integrands are nonnegative, our results yield necessary and sufficient conditions for central limit theorems. These conditions can always be expressed in terms of contraction operators or, equivalently, fourth cumulants. Our findings are specifically tailored to deal with the normal approximation of the geometric U-statistics introduced by Reitzner and Schulte (2011). In particular, we shall provide a new analytic characterization of geometric random graphs whose edge-counting statistics exhibit asymptotic Gaussian fluctuations, and describe a new form of Poisson convergence for stationary random graphs with s...
In this thesis, new methods for proving concentration inequalities for Poisson functionals are devel...
We provide normal approximation error bounds for sums of the form $\sum_x \xi_x$, indexed by the poi...
We consider random simplicial complexes constructed on a Poisson point process within a convex set i...
36 pagesInternational audienceWe study the normal approximation of functionals of Poisson measures h...
International audienceContinuing the analysis initiated in Lachiéze-Rey and Peccati (2011), we use c...
This paper concerns the asymptotic behavior of a random variable Wλ resulting from the summation of ...
Consider a measure μλ = Σx ξx δx where the sum is over points x of a Poisson point process of intens...
AbstractWe give a new sufficient condition for convergence to a Poisson distribution of a sequence o...
AbstractLet ηt be a Poisson point process of intensity t≥1 on some state space Y and let f be a non-...
We study topological and geometric functionals of l∞-random geometric graphs on the high-dimensional...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
We establish presumably optimal rates of normal convergence with respect to the Kolmogorov distance ...
Various types of graph statistics for graphs and digraphs are presented as numerators of incomplete ...
We construct and investigate random geometric structures that are based on a homogeneous Poisson poi...
The theory of sparse stochastic processes offers a broad class of statistical models to study signal...
In this thesis, new methods for proving concentration inequalities for Poisson functionals are devel...
We provide normal approximation error bounds for sums of the form $\sum_x \xi_x$, indexed by the poi...
We consider random simplicial complexes constructed on a Poisson point process within a convex set i...
36 pagesInternational audienceWe study the normal approximation of functionals of Poisson measures h...
International audienceContinuing the analysis initiated in Lachiéze-Rey and Peccati (2011), we use c...
This paper concerns the asymptotic behavior of a random variable Wλ resulting from the summation of ...
Consider a measure μλ = Σx ξx δx where the sum is over points x of a Poisson point process of intens...
AbstractWe give a new sufficient condition for convergence to a Poisson distribution of a sequence o...
AbstractLet ηt be a Poisson point process of intensity t≥1 on some state space Y and let f be a non-...
We study topological and geometric functionals of l∞-random geometric graphs on the high-dimensional...
summary:$U$-statistics of spatial point processes given by a density with respect to a Poisson proce...
We establish presumably optimal rates of normal convergence with respect to the Kolmogorov distance ...
Various types of graph statistics for graphs and digraphs are presented as numerators of incomplete ...
We construct and investigate random geometric structures that are based on a homogeneous Poisson poi...
The theory of sparse stochastic processes offers a broad class of statistical models to study signal...
In this thesis, new methods for proving concentration inequalities for Poisson functionals are devel...
We provide normal approximation error bounds for sums of the form $\sum_x \xi_x$, indexed by the poi...
We consider random simplicial complexes constructed on a Poisson point process within a convex set i...