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Dergiler / Hacettepe Journal of Mathematics and Statistics / 2018 / Cilt: 47 - Sayı: 6

The transmuted Weibull-G family of distributions

G. G. HAMEDANI
Morad ALİZADEH
Haitham M. YOUSOF
Mahdi RASEKHİ
Sayfa
1671–1689
Yayın Tarihi
2022-10-18
DOI
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:We introduce a new family of continuous distributions called the transmuted Weibull-G family of distributions which extends the transmuted class pioneered by Shaw and Buckley (2007).
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Temel Bulgular & Veri:We study the mathematical properties of the new family.
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Sonuç & Katkı:We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study.
🔬Tür:Modelleme & Sayısal Simülasyon
📍Kapsam:2007 Verileri
⚙️Değişkenler:transmuted-G family · Weibull-G family · maximum likelihood

Abstract

We introduce a new family of continuous distributions called the transmuted Weibull-G family of distributions which extends the transmuted class pioneered by Shaw and Buckley (2007). We study the mathematical properties of the new family. Some useful characterizations based on the ratio of two truncated moments as well as based on hazard function are presented. We estimate the model parameters by the maximum likelihood method. We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study.

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Bu Makaleye Atıf Yap

HAMEDANI, G. G., ALİZADEH, M., YOUSOF, H. M., RASEKHİ, M. (2022). The transmuted Weibull-G family of distributions. Hacettepe Journal of Mathematics and Statistics, Cilt: 47 - Sayı: 6, 1671–1689. https://ajindex.com/articles/529796

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