Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy

By datasciencecentral - 2021-03-16

Description

This article was written by Sanjib Sharma. Markov Chain Monte Carlo based Bayesian data analysis has now become the method of choice for analyzing and interpr…

Summary

  • Markov Chain Monte Carlo based Bayesian data analysis has now become the method of choice for analyzing and interpreting data in almost all disciplines of science.
  • In this review, we first explain the basics of Bayesian theory and discuss how to set up data analysis problems within this framework.
  • Next, we provide an overview of various Monte Carlo based methods for performing Bayesian data analysis.

 

Topics

  1. Backend (0.2)
  2. Database (0.13)
  3. Machine_Learning (0.1)

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