On asymptotic normality of nonparametric estimate for stationary pairwise interaction point process - Inria - Institut national de recherche en sciences et technologies du numérique
Pré-Publication, Document De Travail Année : 2015

On asymptotic normality of nonparametric estimate for stationary pairwise interaction point process

Résumé

We prouve the asymptotic normality of non parametric estimator of pairwise interaction function for stationary pairwise interaction point process characterized by the Papangelou conditional intensity, and obseved on in a bounded window $\Lambda_n$ where ($\Lambda_n )_{n\geq 1}$ is a sequence of cubes growing up to $\R^d$. The proof is based on the m-approximation method in the setting of dependent random fields indexed by $\Z^d$ where $d$ is a positive integer.
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Dates et versions

hal-01121114 , version 1 (27-02-2015)
hal-01121114 , version 2 (29-04-2015)
hal-01121114 , version 3 (23-03-2016)

Identifiants

  • HAL Id : hal-01121114 , version 1

Citer

Nadia Morsli. On asymptotic normality of nonparametric estimate for stationary pairwise interaction point process. 2015. ⟨hal-01121114v1⟩
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