An integrative approach based on probabilistic modelling and statistical inference for morpho-statistical characterization of astronomical data

R S Stoica, S Liu,L J Liivamagi,Enn Saar,E Tempel,Florent Deleflie,Marc Fouchard,D Hestroffer,I Kovalenko,A Vienne

ROMANIAN ASTRONOMICAL JOURNAL（2016）

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摘要

This paper describes several applications in astronomy and cosmology that are addressed using probabilistic modelling and statistical inference.

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关键词

probabilistic,modelling,Bayesian analysis,MCMC algorithms,statistical inference,pattern detection,comets dynamics,orbit determination,binary asteroids,cosmic filaments characterization,space debris

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