238 citations · 461 across the 24 of their papers we have counts for
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Takacs Fiksel method for stationary marked Gibbs point processes
Jean-François Coeurjolly, David Dereudre, Rémy Drouilhet +1
This paper studies a method to estimate the parameters governing the distribution of a stationary marked Gibbs point process. This procedure, known as the Takacs-Fiksel method, is…
Basic properties of the Multivariate Fractional Brownian Motion
Pierre-Olivier Amblard, Jean-François Coeurjolly, Frédéric Lavancier +1
This paper reviews and extends some recent results on the multivariate fractional Brownian motion (mfBm) and its increment process. A characterization of the mfBm through its covar…
Practical simulation and estimation for Gibbs Delaunay-Voronoi tessellations with geometric hardcore interaction
David Dereudre, Frédéric Lavancier
General models of Gibbs Delaunay-Voronoi tessellations, which can be viewed as extensions of Ord's process, are considered. The interaction may occur on each cell of the tessellati…
Residuals and goodness-of-fit tests for stationary marked Gibbs point processes
Jean-François Coeurjolly, Frédéric Lavancier
The inspection of residuals is a fundamental step to investigate the quality of adjustment of a parametric model to data. For spatial point processes, the concept of residuals has…