理解贝叶斯定理及其在司法决策中的应用

N. Majeed, Amjad Hilal, T. Rani
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引用次数: 0

摘要

贝叶斯定理是一个数学公式,通过使用与事件相关的先验知识和证据来衡量和描述事件的概率。本研究的目的是运用理论研究方法,了解贝叶斯定理及其在司法审判中的应用。在查阅了著名研究人员的权威著作和司法判决后,研究发现贝叶斯概率在法律语境中以赔率版本、似然比和贝叶斯网络的形式使用。该研究还发现,该定理在司法程序中的应用存在争议,因为各种研究人员都谴责该定理,而许多分析人士主张将其应用于实时法庭案件。此外,研究发现,该定理一直被用来衡量统计和非统计证据的证明力,并通过观察其影响来推断任何事件的原因。期望本研究能使法律界人士了解贝叶斯定理在法律语境中的工作机制和各种用途。关键词:贝叶斯定理应用贝叶斯概率司法判决贝叶斯理论在司法审判中的应用
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UNDERSTANDING BAYES’ THEOREM AND ITS APPLICATION IN JUDICIAL DECISION MAKING
The Bayes’ theorem is a mathematical formula to gauge and describe the probability of an event by employing prior knowledge and evidence relevant to the event. The objective of the present study was to understand the Bayesian theorem and its application in judicial trials by deploying doctrinal research methodology. After consulting authoritative writings of prominent researchers and judicial decisions, study found that the Bayesian Probability in legal context used in odds version, likelihood ratio and in the form of Bayesian networks. The study also found that the application of the theorem in judicial proceedings was controversial since various researchers condemned, and numerous analysts advocated its application in real time court cases. Moreover, the study found that the theorem has been and advocated to be used to measure the probative force of statistical and non-statistical evidence, and to infer the causes of any event by observing its effects. It is expected that the present study will enable the legal fraternity to understand the working mechanism and various uses of Bayes’ theorem in legal context. Keywords: Application of Bayesian theorem, Bayesian Probability, Judicial decisions, Uses of Bayesian theory in judicial trials.
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