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A primer on perfect simulation for spatial point processes
Authors:Kasper K Berthelsen  Jesper Møller
Institution:(1) Department of Mathematical Sciences, Aalborg University, Fredrik Bajers Vej 7G, DK-9220 Aalborg DENMARK, DK
Abstract:This primer provides a self-contained exposition of the case where spatial birth-and-death processes are used for perfect simulation of locally stable point processes. Particularly, a simple dominating coupling from the past (CFTP) algorithm and the CFTP algorithms introduced in 13], 14], and 5] are studied. Some empirical results for the algorithms are discussed. Received: 30 June 2002
Keywords:: Coupling from the past (CFTP)  clans of ancestors  dominated CFTP  exact simulation  local stability  spatial birth-and-death          process  Strauss process  
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