Academic Journal
Geometric-zero truncated poisson distribution: properties and applications
| العنوان: | Geometric-zero truncated poisson distribution: properties and applications |
|---|---|
| المؤلفون: | Akdogan, Yunus., Kus, Coskun., Bidram, Hamid., Kinaci, Ismail. |
| المساهمون: | Selçuk Üniversitesi, Fen Fakültesi, İstatistik Bölümü, orcid:0000-0003-3520-7493, orcid:0000-0002-7176-0176, orcid:0000-0003-4729-9380, orcid:0000-0002-0992-4133, Akdogan, Yunus., Kus, Coskun., Kinaci, Ismail. |
| بيانات النشر: | GAZI UNIV |
| سنة النشر: | 2019 |
| المجموعة: | Selçuk Üniversitesi: SÜ Sosyal Bilimler Enstitüsü - Dergisi Açık Arşivi |
| مصطلحات موضوعية: | Compounding, Estimation, Geometric distribution, Zero truncated Poisson distribution |
| الوصف: | WOS: 000502038100020 ; In this paper, a new discrete distribution is introduced by compounding the geometric distribution with a zero truncated Poisson distribution, named geometric-zero truncated Poisson (GZTP) distribution. Some basic properties of the new distribution, such as the hazard rate function, moments, mode, median, etc., are studied. We show mathematically and numerically that the hazard rate function is increasing. The model parameters are estimated by the moment, least squared error and maximum likelihood methods. A simulation study is performed to compare the performance of the different estimators in terms of bias and mean squared error. An application of the new model is also illustrated using the three real data sets. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 2147-1762 |
| Relation: | GAZI UNIVERSITY JOURNAL OF SCIENCE; Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı; Akdogan, Y., Kus, C., Bidram, H., Kinaci, I. (2019). Geometric-Zero Truncated Poisson Distribution: Properties and Applications. Gazi University Journal of Science, 32(4), 1339-1354.; https://dx.doi.org/10.35378/gujs.472978; https://hdl.handle.net/20.500.12395/37875; 32; 1339; 1354 |
| DOI: | 10.35378/gujs.472978 |
| الاتاحة: | https://hdl.handle.net/20.500.12395/37875 https://doi.org/10.35378/gujs.472978 |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.F335168C |
| قاعدة البيانات: | BASE |
| تدمد: | 21471762 |
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| DOI: | 10.35378/gujs.472978 |