Comparing of some estimation methods for parameters of the Marshall-Olkin generalized exponential distribution under progressive Type-I interval censoring
In this paper, we estimate the parameters of the Marshall-Olkin generalized exponential distribution under progressive Type-I interval censoring based on maximum likelihood, moment method and probability
plot. A simulation study is conducted to compare these estimates in
terms of mean squared errors and biases. Finally, these estimate methods are applied to a real data set based on patients with breast cancer
in order to demonstrate the applicabilities.
Keywords:
EM algorithm, Generalized exponential distribution Maximum likelihood estimate, Method of moments, Type-I interval censoring,
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- Yayın Aralığı: Yılda 6 Sayı
- Başlangıç: 2002
- Yayıncı: Hacettepe Üniversitesi Fen Fakultesi