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The European Physical Journal Special Topics

, Volume 186, Issue 1, pp 123–165 | Cite as

Marked point processes for statistical and morphological analysis of astronomical data

  • R.S. StoicaEmail author
Article

Abstract

This chapter presents fundamental notions concerning stochastic modelling, simulation and statistical inference based on marked point processes. The application aimed by this presentation is pattern detection in spatial astronomical data.

Keywords

Markov Chain Monte Carlo Point Process European Physical Journal Special Topic Marked Point Acceptance Probability 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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© EDP Sciences and Springer 2010

Authors and Affiliations

  1. 1.Université Lille 1, Laboratoire Paul PainlevéVilleneuve d’Ascq CedexFrance

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