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

TL;DR

This paper presents an integrative probabilistic and statistical inference approach for analyzing astronomical data, demonstrating its applications in astronomy and cosmology.

Contribution

It introduces a novel combination of probabilistic modelling and statistical inference techniques for morpho-statistical analysis of astronomical data.

Findings

Effective characterization of astronomical data

Improved inference accuracy in cosmology applications

Versatile methodology for diverse astronomical datasets

Abstract

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