The Kumaraswamy Transmuted-G Family of Distributions: Properties and Applications
JDS • 2016
معلومات البحث
المؤلفون
Ahmed Z. Afify,
Gauss M. Cordeiro,
Haitham M. Yousof,
Zohdy M. Nofal ,
Ayman Alzaatreh
الكلمات المفتاحية
Generating Function, Kumaraswamy-G Family, Maximum Likelihood,
Order Statistic, Probability Weighted Moment, Transmuted Family.
المجلة العلمية
JDS
الناشر
Not Available
المجلد
Not Available
العدد
Not Available
الصفحات
Not Available
publication.type
International
رابط البحث
Not Available
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.
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.
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