The limitation of Bayesianism

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摘要

In the current discussion about the capacity of Bayesianism in reasoning under uncertainty, there is a conceptual and notational confusion between the explicit condition and the implicit condition of a probability evaluation. Consequently, the limitation of Bayesianism is often seriously underestimated. To represent the uncertainty of a belief system where revision is needed, it is not enough to assign a probability value to each belief.

论文关键词:Bayes' Theorem,Conditioning,Jeffrey's rule,Revision,Updating,Ignorance,Sensitivity

论文评审过程:Received 17 May 2002, Revised 13 August 2002, Accepted 30 September 2003, Available online 8 April 2004.

论文官网地址:https://doi.org/10.1016/j.artint.2003.09.003