arXivDaily arXiv每日学术速递 周一至周五更新
北美退伍军人节(Veterans Day),12 日无更新
arXiv 1502.00124math.PR
收藏

Riesz空间中的全概率律与Bayes定理

Law of total probability and Bayes' theorem in Riesz spaces

Liang Hong

摘要:

本文利用序理论方法将条件概率的概念推广到Riesz空间。借助于这一概念,我们建立了Riesz空间中的全概率律和Bayes定理,并证明了Riesz空间中的一个容斥公式。通过几个例子说明了全概率定律、贝叶斯定理和概率论中的容斥公式都是本文结果的特例。

英文摘要:

This note generalizes the notion of conditional probability to Riesz spaces using the order-theoretic approach. With the aid of this concept, we establish the law of total probability and Bayes' theorem in Riesz spaces; we also prove an inclusion-exclusion formula in Riesz spaces. Several examples are provided to show that the law of total probability, Bayes' theorem and inclusion-exclusion formula in probability theory are special cases of our results.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑