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

• Autorzy: Husam Awni Bayoud
• Języki publikacji: EN

Abstrakty

EN

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.

Kategorie tematyczne

• 62N02: Estimation
• 65C05: Monte Carlo methods

• Wydawca: Institute of Mathematics Polish Academy of Sciences
• Czasopismo: Applicationes Mathematicae
• Rocznik: 2015
• Tom: 42
• Numer: 2-3
• Strony: 219-230

Daty

wydano

2015

Twórcy

autor

Husam Awni Bayoud

• College of Sciences and Humanities, Fahad bin Sultan University, Tabuk 71454, Saudi Arabia

Identyfikatory

DOI

10.4064/am42-2-8