Academic Journal
Objective bayesian analysis of the Yule–Simon distribution with applications
| العنوان: | Objective bayesian analysis of the Yule–Simon distribution with applications |
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| المؤلفون: | Leisen F., Rossini L., Villa C. |
| المساهمون: | F. Leisen, L. Rossini, C. Villa |
| بيانات النشر: | Springer Verlag |
| سنة النشر: | 2018 |
| المجموعة: | The University of Milan: Archivio Istituzionale della Ricerca (AIR) |
| مصطلحات موضوعية: | Kullback–Leibler divergence, Loss-based prior, Objective baye, Social network daily return, Text analysis, Settore SECS-S/01 - Statistica |
| الوصف: | The Yule–Simon distribution is usually employed in the analysis of frequency data. As the Bayesian literature, so far, has ignored this distribution, here we show the derivation of two objective priors for the parameter of the Yule–Simon distribution. In particular, we discuss the Jeffreys prior and a loss-based prior, which has recently appeared in the literature. We illustrate the performance of the derived priors through a simulation study and the analysis of real datasets. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/wos/WOS:000422808900004; volume:33; issue:1; firstpage:99; lastpage:126; numberofpages:28; journal:COMPUTATIONAL STATISTICS; http://hdl.handle.net/2434/794776; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85020207307 |
| DOI: | 10.1007/s00180-017-0735-1 |
| الاتاحة: | http://hdl.handle.net/2434/794776 https://doi.org/10.1007/s00180-017-0735-1 |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.29A84595 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1007/s00180-017-0735-1 |
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