Simulation Study for Some Estimators of Exponential Distribution
Journal Title: INTERNATIONAL JOURNAL OF MATHEMATICS TRENDS AND TECHNOLOGY - Year 2014, Vol 10, Issue 2
Abstract
In this study we have some estimators for exponential distribution in simulation study. These estimators were classical estimator like maximum likelihood estimator (MLE) and robust estimators that is called MAD/MED robust estimator. These methods are used to estimate the parameter of exponential distribution . We applied the simulation in MATLAB and then compared the results that we have them. The results of the study proved that the method of MAD/MED robust is better than the classical method MSE in the event that the data regular (without pollution) or contaminated.
Authors and Affiliations
Irtefaa Abdulkadhim Neama , Fahad Ghalib Abdulkadhim
Keywords
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