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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  • EP ID EP147523
  • DOI -
  • Views 116
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How To Cite

Irtefaa Abdulkadhim Neama, Fahad Ghalib Abdulkadhim (2014). Simulation Study for Some Estimators of Exponential Distribution. INTERNATIONAL JOURNAL OF MATHEMATICS TRENDS AND TECHNOLOGY, 10(2), 93-98. https://europub.co.uk/articles/-A-147523