Browsing INIT_Articles by Author "00fbc510-4d16-42db-b1f3-dbcacc3d359e"
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Functional marked point processes: a natural structure to unify spatio-temporal frameworks and to analyse dependent functional data
Ghorbani, M.; Cronie, Ottmar; Mateu, Jorge; Yu, Jun Springer (2020)This paper treats functional marked point processes (FMPPs), which are defined asmarked point processes where the marks are random elements in some (Polish) func-tion space. Such marks may represent, for example, spatial ... -
Inhomogeneous higher-order summary statistics for point processes on linear networks
Cronie, Ottmar; Moradi, Mehdi; Mateu, Jorge Springer (2020)As a workaround for the lack of transitive transformations on linear network structures, which are required to consider different notions of distributional invariance, including stationarity, we introduce the notions of ... -
Spatio-temporal point patterns on linear networks: Pseudo-separable intensity estimation
Mateu, Jorge; Moradi, Mehdi; Cronie, Ottmar Elsevier (2020)Aside from reviewing different intensity estimation schemesfor point processes on linear networks, this paper introducestwo Voronoi-based intensity estimation approaches for spatio-temporal linear network point processes. ...