1 citations · 2 across the 9 of their papers we have counts for
4 papers · 1 filter
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…
Karhunen-Loève Expansions for Axially Symmetric Gaussian Processes: Modeling Strategies and Approximations
Alfredo Alegría, Francisco Cuevas-Pacheco
Axially symmetric processes on spheres, for which the second-order dependency structure may substantially vary with shifts in latitude, are a prominent alternative to model the spa…
Structured space-sphere point processes and -functions
Jesper Møller, Heidi S. Christensen, Francisco Cuevas-Pacheco +1
This paper concerns space-sphere point processes, that is, point processes on the product space of (the -dimensional Euclidean space) and (the -di…
Log Gaussian Cox processes on the sphere
Jesper Møller, Francisco Cuevas-Pacheco
A log Gaussian Cox process (LGCP) is a doubly stochastic construction consisting of a Poisson point process with a random log-intensity given by a Gaussian random field. Statistica…