An Analytical Prior Selection Procedure for Empirical Bayesian Analysis Using Resampling Techniques: A Simulation-Based Approach Using the Pancreatic Adenocarcinoma Data from the SEER Database

An Analytical Prior Selection Procedure for Empirical Bayesian Analysis Using Resampling Techniques: A Simulation-Based Approach Using the Pancreatic Adenocarcinoma Data from the SEER Database

<b>Introduction:</b> In the field of medical research, empirical Bayesian analysis has emerged as an increasingly applicable approach. This statistical framework offers greater flexibility, enabling researchers to incorporate prior information and rigorously estimate parameters of intere...

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Bibliographic Details
Main Authors: Aditya Chakraborty, Mohan D. Pant
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Computation
Subjects:
Hamiltonian Monte Carlo
empirical Bayes
distributional simulation study
sensitivity analysis
bootstrapped empirical prior (BEP)
jackknifed empirical prior (JEP)
Online Access:https://www.mdpi.com/2079-3197/13/2/51
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