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Estimating the shape parameter of the Topp-Leone distribution based on Type I censored samples

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Bayoud H.

Applicationes Mathematicae

2015

tom 42

nr 2-3

219-230

The shape parameter of the Topp-Leone distribution is estimated from classical and Bayesian points of view based on Type I censored samples. The maximum likelihood and the approximate maximum likelihood estimates are derived. The Bayes estimate and the associated credible interval are approximated by using Lindley's approximation and Markov Chain Monte Carlo using the importance sampling technique. Monte Carlo simulations are performed to compare the performances of the proposed methods. Real and simulated data sets have been analyzed for illustrative purposes.

Ograniczanie wyników

1 Applicationes Mathematicae

1 Bayoud H.

1 2015

Wyniki wyszukiwania

Estimating the shape parameter of the Topp-Leone distribution based on Type I censored samples