학술논문

Binomial-exponential 2 Distribution: Different Estimation Methods with Weather Applications
Document Type
article
Source
TEMA (São Carlos). August 2017 18(2)
Subject
binomial-exponential 2
maximum likelihood estimation
Cramér-von-Mises type minimum distance estimators
right-tail Anderson-Darling estimators
Language
English
ISSN
2179-8451
Abstract
In this paper, we have considered different estimation methods of the unknown parameters of a binomial-exponential 2 distribution. First, we briefly describe different methods of estimation such as maximum likelihood, method of moments, percentile based estimation, least squares, method of maximum product of spacings, method of Cramér-von-Mises, methods of Anderson-Darling and right-tail Anderson-Darling, and compare them using extensive simulations studies. Finally, the potentiality of the model is studied using three real data sets related to the total monthly rainfall during April, May and September at São Carlos, Brazil.

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