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The exponential lindley odd log-logistic-g family: properties, characterizations and applications

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info:eu-repo/semantics/openAccess

Date

2018

Author

Korkmaz, Mustafa Çağatay
Yousof, Haitham M.
Hamedani, Gholamhossein G.

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Citation

Mustafa Ç. Korkmaz, Haitham M. Yousof, & G. G. Hamedani. (2018). The Exponential Lindley Odd Log-Logistic-G Family: Properties, Characterizations and Applications. Journal of Statistical Theory and Applications (JSTA), 3. https://doi.org/10.2991/jsta.2018.17.3.10

Abstract

A new family of distributions called the exponential Lindley odd log-logistic G family is introduced and studied. The new generator generalizes three newly defined G families and also defines two new G families We provide some mathematical properties of the new family. Characterizations based on truncated moments as well as in terms of the hazard function are presented. The maximum likelihood is used for estimating the model parameters. We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study. Finally, the usefulness of the family is illustrated by means of three real data sets. The new model provides consistently better fits than other competitive models for these data sets.

Source

Journal of Statistical Theory and Applications (JSTA)

Volume

17

Issue

3

URI

https://hdl.handle.net/11494/1963

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  • Eğitim Bilimleri Bölümü Koleksiyonu [106]
  • WoS İndeksli Yayınlar Koleksiyonu [1155]

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