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Type: Journal article
Title: Simulating correlated marked-point processes
Author: Xu, C.
Dowd, P.
Mardia, K.
Fowell, R.
Taylor, C.
Citation: Journal of Applied Statistics, 2007; 34(9):1125-1134
Publisher: Carfax Publishing
Issue Date: 2007
ISSN: 0266-4763
Abstract: The area of marked-point processes is well developed but simulation is still a challenging problem when mark correlations are to be included. In this paper we propose the use of simulated annealing to incorporate the spatial mark correlation into the simulations of correlated marked-point processes. Such a simulation has wide applications in areas such as inference and goodness-of-fit investigations of proposed models. The technique is applied to a forest dataset for which the results are extremely encouraging.
Keywords: Marked-point process
spatial mark correlation
point process simulation
simulated annealing
DOI: 10.1080/02664760701597231
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Appears in Collections:Aurora harvest
Civil and Environmental Engineering publications

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