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- W94195054 abstract "Bayesian statistics has been considered, for quite a long time, as a branch of statistics; however, its role and impact on the development of the statistical inference is much more profound. Its philosophical base traces back to the very initial and rather subjective interpretation of the notion of probability during the Hellenistic period (323–146 BC). Nowadays, Bayesian statistics is considered as the study of uncertain events through the notion of probability. Its objective is the development of a coherent methodology for inductive mathematical reasoning. This article presents the basic principles of Bayesian inference together with the basic methodology applied to a variety of statistical problems, including estimation theory, hypothesis testing, model selection, and hierarchical models." @default.
- W94195054 created "2016-06-24" @default.
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- W94195054 date "2010-01-01" @default.
- W94195054 modified "2023-09-26" @default.
- W94195054 title "Bayesian Statistical Analysis" @default.
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- W94195054 doi "https://doi.org/10.1016/b978-0-08-044894-7.01308-7" @default.
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