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On Reliability Estimation for the Rayleigh Distribution Based on Monte Carlo Simulation
Journal: International Journal of Science and Research (IJSR) (Vol.6, No. 8)Publication Date: 2017-08-05
Authors : A. Lec. Taha Anwar Taha;
Page : 1163-1167
Keywords : The Rayleigh distribution; Maximum likelihood method; Median-First Order Statistics; Ridge regression; Modified Thompson; Shrinkage methods estimators; Mean squared error;
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Abstract
This Research deals with estimation the reliability function of two-parameters Rayleigh distribution, using different estimation methods like, Maximum likelihood, Median-First Order Statistics, Ridge Regression, Modified Thompson-Type Shrinkage and Single Stage Shrinkage methods. Comparisons among the suggestion estimators were made using Monte Carlo Simulation based on statistical indicter mean squared error (MSE).
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