Estimation of the location and the scale parameters of Burr Type XII distribution

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Küçük Resim

Tarih

2019

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Ankara Universty

Erişim Hakkı

info:eu-repo/semantics/openAccess

Özet

The aim of this paper is to estimate the location and the scale parameters of Burr Type XII distribution. For this purpose, different estimation methods, namely, maximum likelihood (ML), modified maximum likelihood (MML), least squares (LS) and method of moments (MM) are used. The performances of these estimation methods are compared via Monte-Carlo simulation study under different sample sizes and parameter settings. At the end of the study, the wind speed data set and the annual flow data sets are analyzed for illustration of the modeling performance of Burr Type XII distribution.

Açıklama

Anahtar Kelimeler

Burr XII distribution, Maximum likelihood, Modified maximum likelihood, Least squares, Method of moments, Efficiency

Kaynak

Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics

WoS Q Değeri

N/A

Scopus Q Değeri

Cilt

68

Sayı

1

Künye

Akgül, F. G., Acıtaş, Ş., & Şenoğlu, B. (2019). Estimation of the location and the scale parameters of Burr Type XII distribution. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics, 68(1), 1030-1044.