Extended Poisson-Frechet Distribution: Mathematical Properties and Applications to Survival and Repair Times
Journal of Data Science, • 2020
معلومات البحث
المؤلفون
M. S. Hamed
الكلمات المفتاحية
Zero Truncated Poisson Distribution; Frechet Distribution; Maximum Like-
lihood Estimation; Simulation; Generating Function; Moments; Order Statistics.
المجلة العلمية
Journal of Data Science,
الناشر
342
المجلد
18
العدد
2
الصفحات
319
publication.type
International
رابط البحث
Open Link
المواد المرفقة
Not Available
الملخص
In this paper, a new four parameter zero truncated Poisson Frechet distribution is
dened and studied. Various structural mathematical properties of the proposed model
including ordinary moments, incomplete moments, generating functions, order statistics,
residual and reversed residual life functions are investigated. The maximum likelihood
method is used to estimate the model parameters. We assess the performance of the max-
imum likelihood method by means of a numerical simulation study. The new distribution
is applied for modeling two real data sets to illustrate empirically its
exibility.
dened and studied. Various structural mathematical properties of the proposed model
including ordinary moments, incomplete moments, generating functions, order statistics,
residual and reversed residual life functions are investigated. The maximum likelihood
method is used to estimate the model parameters. We assess the performance of the max-
imum likelihood method by means of a numerical simulation study. The new distribution
is applied for modeling two real data sets to illustrate empirically its
exibility.
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