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Graphical modelling and partial characteristics for multitype and multivariate-marked spatio-temporal point processes
Matthias Eckardt, Jonatan A. González, Jorge Mateu
This paper contributes to the multivariate analysis of marked spatio-temporal point process data by introducing different partial point characteristics and extending the spatial de…
A spatial dependence graph model for multivariate spatial hybrid processes
Matthias Eckardt, Jorge Mateu
This paper is concerned with the joint analysis of multivariate mixed-type spatial data, where some components are point processes and some are of lattice-type by nature. After a s…
Partial and semi-partial measures of spatial associations for multivariate lattice data
Matthias Eckardt, Jorge Mateu
This paper concerns the development of partial and semi-partial measures of spatial associations in the context of multivariate spatial lattice data which describe global or local…
Second-order and local characteristics of network intensity functions
Matthias Eckardt, Jorge Mateu
The last decade has witnessed an increase of interest in the spatial analysis of structured point patterns over networks whose analysis is challenging because of geometrical comple…