- Türkiye İstatistik Derneği Dergisi
- Volume:8 Issue:2
- PARAMETER ESTIMATION METHODS FOR TWO-COMPONENT MIXED EXPONENTIAL DISTRIBUTIONS
PARAMETER ESTIMATION METHODS FOR TWO-COMPONENT MIXED EXPONENTIAL DISTRIBUTIONS
Authors : Mehmet YILMAZ, Buse BUYUM
Pages : 51-59
View : 53 | Download : 17
Publication Date : 2015-06-01
Article Type : Research Paper
Abstract :In this paper, parameter estimation of mixture of exponential distributions with two-component,will be made by method of moments, maximum likelihood and least square. Comprise of these three methodswill be made by simulation techniques and the root of mean square errors insert ignore into journalissuearticles values(RMSE);. We will compareperformance of methods through numerical simulationsKeywords : EM Algorithm, Least Squares Method, Maximum Likelihood Method, Method of Moments, Mixed Exponential Distributions, Parameter Estimation
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