2 citations · 2 across the 3 of their papers we have counts for
3 papers
Regularization techniques for inhomogeneous (spatial) point processes intensity and conditional intensity estimation
Jean-François Coeurjolly, Ismaïla Ba, Achmad Choiruddin
Point processes are stochastic models generating interacting points or events in time, space, etc. Among characteristics of these models, first-order intensity and conditional inte…
Pairwise interaction function estimation of Gibbs point processes using basis expansion
Ismaïla Ba, Jean-François Coeurjolly, Francisco Cuevas-Pacheco
The class of Gibbs point processes (GPP) is a large class of spatial point processes able to model both clustered and repulsive point patterns. They are specified by their conditio…
Inference for possibly high-dimensional inhomogeneous Gibbs point processes
Ismaïla Ba, Jean-François Coeurjolly
Gibbs point processes (GPPs) constitute a large and flexible class of spatial point processes with explicit dependence between the points. They can model attractive as well as repu…