49 citations · 167 across the 32 of their papers we have counts for
4 papers · 1 filter
Covariance Functions for Multivariate Gaussian Fields Evolving Temporally over Planet Earth
Alfredo Alegría, Emilio Porcu, Reinhard Furrer +1
The construction of valid and flexible cross-covariance functions is a fundamental task for modeling multivariate space-time data arising from climatological and oceanographical ph…
ABC Shadow algorithm: a tool for statistical analysis of spatial patterns
R. S. Stoica, A. Philippe, P. Gregori +1
This paper presents an original ABC algorithm, "ABC Shadow", that can be applied to sample posterior densities that are continuously differentiable. The proposed method uses the id…
Spatio-temporal càdlàg functional marked point processes: Unifying spatio-temporal frameworks
Ottmar Cronie, Jorge Mateu
This paper defines the class of càdlàg functional marked point processes (CFMPPs). These are (spatio-temporal) point processes marked by random elements which take values in a càdl…
The Dagum family of isotropic correlation functions
Christian Berg, Jorge Mateu, Emilio Porcu
A function is a completely monotonic function if and only if is positive definite on for all and thus it repre…