Banner

The Kumaraswamy transmuted-G family of distributions: Properties and applications

Journal of Data Science • 2016
العودة
معلومات البحث
المؤلفون Ahmed Z. Afify;Gauss M. Cordeiro;Haitham M. Yousof;Ayman Alzaatreh;Zohdy M. Nofal
الكلمات المفتاحية Generating Function;Kumaraswamy-G Family;Maximum Likelihood;Order Statistic;Probability Weighted Moment;Transmuted Family
المجلة العلمية Journal of Data Science
الناشر Not Available
المجلد 14
العدد 2
الصفحات 245-270
publication.type International
رابط البحث Open Link
المواد المرفقة Not Available
الملخص
We introduce a new class of continuous distributions called the Kumaraswamy transmuted-G family which extends the transmuted class defined by
Shaw and Buckley (2007). Some special models of the new family are provided.
Some of its mathematical properties including explicit expressions for the
ordinary and incomplete moments, generating function, Rényi and Shannon
entropies, order statistics and probability weighted moments are derived. The
maximum likelihood is used for estimating the model parameters. The flexibility
of the generated family is illustrated by means of two applications to real data sets.