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Exponentiated Pareto Distribution: Different Method of Estimations
Int. J. Contemp. Math. Sciences • 2009
Publication Information
Authors
A. I. Shawky and Hanaa H. Abu-Zinadah
Keywords
Keywords: Exponentiated Pareto distribution; Maximum likelihood estimators;
Bias; Fisher Information matrix; Asymptotic distribution; Root mean squared
errors; Unbiased estimators; Order statistics; Method of moment estimators;
Least squares estimators; Weighted least squares estimators; Percentiles
estimators; L-moment estimators; Simulations
Journal
Int. J. Contemp. Math. Sciences
Publisher
Not Available
Volume
4
Issue
14
Pages
677 - 693
publication.type
International
Paper Link
Not Available
Supplementary Materials
Not Available
Abstract
Recently Gupta et al. (1998) introduced a new distribution, called the
exponentiated Pareto distribution. In this paper, we consider the maximum
likelihood estimation of the different parameters of an exponentiated Pareto
distribution. We also mainly consider five other estimation procedures and
compare their performances through numerical simulations.
exponentiated Pareto distribution. In this paper, we consider the maximum
likelihood estimation of the different parameters of an exponentiated Pareto
distribution. We also mainly consider five other estimation procedures and
compare their performances through numerical simulations.