Cluster Algorithms for Spatial Point Processes with Symmetric and Shift Invariant Interactions

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Abstract

In this article, Swendsen–Wang–Wolff algorithms are extended to simulate spatial point processes with symmetric and stationary interactions. Convergence of these algorithms is considered. Some further generalizations of the algorithms are discussed. The ideas presented in this article can also be useful in handling some large and complicated systems.
Original languageAmerican English
JournalJournal of Computational and Graphic Statistics
Volume8
DOIs
StatePublished - 1999

Disciplines

  • Mathematics
  • Statistics and Probability

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