Comparison Between the Empirical Bayes Method with Moments Method to Estimate the Affiliation Parameter in the Clinical Trials Using Simulation

Authors

• Sabah Hadi Aboud, Department of Statistics, College of Administration & Economics, University of Baghdad, Iraq
• Mohammed Sabah Khaled, Department of Statistics, College of Administration & Economics, University of Baghdad, Iraq

Abstract

In this research the Empirical Bayes method is used to Estimate the affiliation parameter in the clinical trials and then we compare this with the Moment Estimates for this parameter using Monte Carlo stimulation , we assumed that the distribution of the observation is binomial distribution while the distribution with the unknown random parameters is beta distribution ,finally we conclude that the Empirical bayes method for the random affiliation parameter is efficient using Mean Squares Error (MSE) and for different Sample size .

DOI

10.33095/jeas.v18i69.904

Subject Area

Statistical

First Page

226

Last Page

236

Recommended Citation

Aboud, S. H., & Khaled, M. S. (2012). Comparison Between the Empirical Bayes Method with Moments Method to Estimate the Affiliation Parameter in the Clinical Trials Using Simulation. Journal of Economics and Administrative Sciences, 18(69), 226-236. https://doi.org/10.33095/jeas.v18i69.904