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OALib Journal期刊
ISSN: 2333-9721
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Estimation Parameters of Weighted Exponential Distribution with Presence of Outliers Generated from Exponential Distribution

Keywords: monte-carlo simulation , outlier , newton-raphson method , Weighted exponential distribution , maximum likelihood estimator , moment estimator

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Abstract:

This study deals with the estimation of parameters of the weighted exponential distribution with presence of outliers. The maximum likelihood and moment of the estimators are derived. These estimators are compared empirically using monte carlo simulation when all the parameters are unknown. There Bias and MSE are investigated with help of numerical technique.

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