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The Poisson G Family of Distributions with Applications

Pakistan Journal of Statistics and Operation Research • 2017
العودة
معلومات البحث
المؤلفون M. S. Hamed; T. M. Hamza
الكلمات المفتاحية Entropy, Generating Function, Generalized Exponential Poisson, Maximum Likelihood
المجلة العلمية Pakistan Journal of Statistics and Operation Research
الناشر Pakistan Journal of Statistics and Operation Research
المجلد XIII
العدد 2
الصفحات 313-326
publication.type International
رابط البحث Open Link
المواد المرفقة Not Available
الملخص
We define and study a new class of continuous distributions called the Poisson G family. We present three of its several special models. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions and entropies are provided. The estimations of the model parameters is carried out using maximum likelihood method. The flexibility of the new family is illustrated by means of two applications to real data sets. We define and study a new class of continuous distributions called the Poisson G family. We present three of its several special models. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions and entropies are provided. The estimations of the model parameters is carried out using maximum likelihood method.