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Bayesian analysis of robust Poisson geometric process model using heavy-tailed distributions

We propose a robust Poisson geometric process model with heavy-tailed distributions to cope with the problem of outliers as it may lead to an overestimation of mean and variance resulting in inaccurate interpretations of the situations. Two heavy-tailed distributions namely Student’s [Formula: see t...

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Detalles Bibliográficos
Autores principales: Wan, Wai-Yin, Chan, Jennifer So-Kuen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7114253/
https://www.ncbi.nlm.nih.gov/pubmed/32287570
http://dx.doi.org/10.1016/j.csda.2010.06.011