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Using Bayesian approach to study robustness of classes of priors for homogeneous and nonhomogeneous poison processes
Author
Source
International Journal of Economic Performance
Issue
Vol. 4, Issue 2 (s) (31 Aug. 2021), pp.1-12, 12 p.
Publisher
Publication Date
2021-08-31
Country of Publication
Algeria
No. of Pages
12
Main Subjects
Topics
Abstract EN
A Non-Homogeneous process is a process with rate parameter (t) such that this rate is a function of time.
Bayesians are interested in robustness with respect to changes in prior distributions/sampling models/loss functions.
In This work, we focused on replacing a single prior distribution by a class of priors of the parameters of a given Poisson processes, and developing methods of computing the range of the ensuing answers as the prior varied over the class.
This approach, called “global robustness”.
Abstract FRE
Un processus de Poisson non homogène est un processus avec le paramètre (t) qui est une fonction de temps.
Les Bayésiens sont intéresses par la robustesse en ce qui concerne les changements des distributions a priori/des modèles/des fonctions de perte.
Dans ce travail, on s’intéresse à remplacer une loi a priori par une classe de lois a priori des paramètres d’un processus de Poisson donné, et de développer le calcul du rang quand la loi a priori change dans cette classe, cette approche s’appelle ” la robustesse globale ”.
American Psychological Association (APA)
Talibi, Fatihah. 2021. Using Bayesian approach to study robustness of classes of priors for homogeneous and nonhomogeneous poison processes. International Journal of Economic Performance،Vol. 4, no. 2 (s), pp.1-12.
https://search.emarefa.net/detail/BIM-1301022
Modern Language Association (MLA)
Talibi, Fatihah. Using Bayesian approach to study robustness of classes of priors for homogeneous and nonhomogeneous poison processes. International Journal of Economic Performance Vol. 4, no. 2 (s) (2021), pp.1-12.
https://search.emarefa.net/detail/BIM-1301022
American Medical Association (AMA)
Talibi, Fatihah. Using Bayesian approach to study robustness of classes of priors for homogeneous and nonhomogeneous poison processes. International Journal of Economic Performance. 2021. Vol. 4, no. 2 (s), pp.1-12.
https://search.emarefa.net/detail/BIM-1301022
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 11-12
Record ID
BIM-1301022