Advances and Applications in Statistics
Volume 26, Issue 1, Pages 63 - 77
(January 2012)
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ESTIMATION IN LINEAR EXPONENTIAL DISTRIBUTION USING DIFFERENT METHODS
I. B. Abdul-Moniem, H. F. Abdel-Hameed and Y. M. Abo Essa
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Abstract: In this paper, we present the estimation of unknown parameters for linear exponential distribution (LED). The methods of estimation are maximum likelihood estimation (MLE), the method of moment estimation (MME), L-moments, and TL-moments with different trimming. Also, we introduce a numerical example to make a comparison between all these methods using the mean square errors (MSEs). |
Keywords and phrases: linear exponential distribution, maximum likelihood, moments, TL moments. |
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