Cauchy cluster process

Mohammad Ghorbani

Research output: Contribution to journalJournal articleResearchpeer-review

11 Citations (Scopus)

Abstract

In this paper we introduce an instance of the well-know Neyman–Scott cluster process model with clusters having a long tail behaviour. In our model the offspring points are distributed around the parent points according to a circular Cauchy distribution. Using a modified Cramér-von Misses test statistic and the simulated pointwise envelopes it is shown that this model fits better than the Thomas process to the frequently analyzed long-leaf pine data-set.
Original languageEnglish
JournalMetrika
Volume76
Issue number5
Pages (from-to)697-706
Number of pages10
ISSN0026-1335
DOIs
Publication statusPublished - Jul 2013

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