Comparisons of same Methods of Estimation the Reliability Function for the pareto Distribution of the First Kind | ||
| Economic Sciences | ||
| Article 1, Volume 8, Issue 31, September 2013, Pages 189-219 PDF (0 K) | ||
| Author | ||
| Assist. L. Duraid H. Bader | ||
| Abstract | ||
| An estimation of reliability function for the Pareto Distribution of the First Kind has been done in the case of existing a prior information and not existing. A simulation approach by Mont-Carlo method was used to compare between the methods of estimation Method of Maximum Likelihood Method, Method of Moments, Least Square Method, and Shrinkage Method to find the best method of estimation that function. The researcher found that the Shrinkage Estimator is the best for estimation of reliability function comparing with the other methods of estimation through depending on the statistical measurement integral Mean Squared error (IMSE) . | ||
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