Palm distributions for log Gaussian Cox processes

Jean-Francois Coeurjolly, Jesper Møller, Rasmus Plenge Waagepetersen

Research output: Contribution to journalJournal articleResearchpeer-review

4 Citations (Scopus)

Abstract

This paper establishes a remarkable result regarding Palm distributions for a log Gaussian Cox process: the reduced Palm distribution for a log Gaussian Cox process is itself a log Gaussian Cox process that only differs from the original log Gaussian Cox process in the intensity function. This new result is used to study functional summaries for log Gaussian Cox processes.
Original languageEnglish
JournalScandinavian Journal of Statistics
Volume44
Issue number1
Pages (from-to)192-203
Number of pages12
ISSN0303-6898
DOIs
Publication statusPublished - Mar 2017

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Palm Distribution
Cox Process
Gaussian Process
Intensity Function
Cox process

Cite this

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title = "Palm distributions for log Gaussian Cox processes",
abstract = "This paper establishes a remarkable result regarding Palm distributions for a log Gaussian Cox process: the reduced Palm distribution for a log Gaussian Cox process is itself a log Gaussian Cox process that only differs from the original log Gaussian Cox process in the intensity function. This new result is used to study functional summaries for log Gaussian Cox processes.",
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Palm distributions for log Gaussian Cox processes. / Coeurjolly, Jean-Francois; Møller, Jesper; Waagepetersen, Rasmus Plenge.

In: Scandinavian Journal of Statistics, Vol. 44, No. 1, 03.2017, p. 192-203.

Research output: Contribution to journalJournal articleResearchpeer-review

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AU - Coeurjolly, Jean-Francois

AU - Møller, Jesper

AU - Waagepetersen, Rasmus Plenge

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AB - This paper establishes a remarkable result regarding Palm distributions for a log Gaussian Cox process: the reduced Palm distribution for a log Gaussian Cox process is itself a log Gaussian Cox process that only differs from the original log Gaussian Cox process in the intensity function. This new result is used to study functional summaries for log Gaussian Cox processes.

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DO - 10.1111/sjos.12248

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JO - Scandinavian Journal of Statistics

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