ORTHOGONAL SERIES ESTIMATION OF THE PAIR CORRELATION FUNCTION OF A SPATIAL POINT PROCESS

DOI10.5705/ss.202017.0112zbMath1421.62069arXiv1702.01736OpenAlexW2586412590MaRDI QIDQ5226607

Yongtao Guan, Rasmus Waagepetersen, Abdullah H. Jalilian

Publication date: 1 August 2019

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1702.01736

zbMATH Keywords

consistencyasymptotic normalitykernel estimatorpair correlation functionspatial point processorthogonal series estimator

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)

Related Items (5)

Spatial Cox processes in an infinite-dimensional framework ⋮ Semiparametric Goodness-of-Fit Test for Clustered Point Processes with a Shape-Constrained Pair Correlation Function ⋮ Pairwise interaction function estimation of stationary Gibbs point processes using basis expansion ⋮ Nonparametric estimation of the pair correlation function of replicated inhomogeneous point processes ⋮ Identification and estimation of superposed Neyman-Scott spatial cluster processes

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