A Comparative Study Between Two-Stage Bayesian Methods and One-Stage

Abstract

          In this paper , a comparison of two-stage statistical modeling to the first stage was studied, where some observations are collected and preliminary analysis is performed, and the results of this stage are used as inputs to the second stage. At the second stage, additional observations are collected and a more thorough analysis is carried out using the results of the first stage. This stage often includes more complex modeling algorithms. The goal is to improve the analysis and draw more accurate conclusions.