Benha University

أحمد زكريا محمد عفيفى

أستاذ مساعد

كلية التجارة الاحصاءات والرياضيات والتأمينات

The Lambert-G family: properties, inference, and applications.

Computer Modeling in Engineering & Sciences • 2024
العودة
معلومات البحث
المؤلفون Al Abbasi, J. N., Afify, A. Z., Alnssyan, B. and Shama, M. S.
الكلمات المفتاحية Not Available
المجلة العلمية Computer Modeling in Engineering & Sciences
الناشر Not Available
المجلد 140
العدد Not Available
الصفحات 513-536
publication.type International
رابط البحث Open Link
المواد المرفقة Not Available
الملخص
This study proposes a new flexible family of distributions called the Lambert-G family. The Lambert family is very flexible and exhibits desirable properties. Its three-parameter special sub-models provide all significant monotonic and non-monotonic failure rates. A special sub-model of the Lambert family called the Lambert-Lomax (LL) distribution is investigated. General expressions for the LL statistical properties are established. Characterizations of the LL distribution are addressed mathematically based on its hazard function. The estimation of the LL parameters is discussed using six estimation methods. The performance of this estimation method is explored through simulation experiments. The usefulness and flexibility of the LL distribution are demonstrated empirically using two real-life data sets. The LL model better fits the exponentiated Lomax, inverse power Lomax, Lomax-Rayleigh, power Lomax, and Lomax distributions.
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