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Poster De Conférence Année : 2022

DRlib: a C++ library for marked Gibbs point processes simulation and inference

Résumé

DRlib is a new C++ library for modeling, simulation and inference of marked point processes. The aim is to complete existing tools such as the spatstat library in R [1] with reliable and efficient C++ code allowing intensive Bayesian MCMC based inference for marked Gibbs point processes. This proposal has its roots in the MPPLIB library developed mainly by [2] where exact simulation algorithms for marked point processes were translated into C++ in order to perform massive simulation studies. The current version of the library is freely available at the following address https://gitlab.univ-lorraine.fr/labos/iecl/drlib.
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Dates et versions

hal-04047676 , version 1 (27-03-2023)

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  • HAL Id : hal-04047676 , version 1

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Didier Gemmerlé, Radu S Stoica, Christophe Reype. DRlib: a C++ library for marked Gibbs point processes simulation and inference. 21st Annual Conference of the International Association for Mathematical Geosciences, IAMG 2022, Aug 2022, Nancy, France. . ⟨hal-04047676⟩
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