%0 Journal Article %T An integrative approach based on probabilistic modelling and statistical inference for morpho-statistical characterization of astronomical data %A R. S. Stoica %A S. Liu %A L. J. Liivam£żgi %A E. Saar %A E. Tempel %A F. Deleflie %A M. Fouchard %A D. Hestroffer %A I. Kovalenko %A A. Vienne %J Statistics %D 2015 %I arXiv %X This paper describes several applications in astronomy and cosmology that are addressed using probabilistic modelling and statistical inference. %U http://arxiv.org/abs/1510.05553v1