条件独立与预测联结

4open Pub Date : 2022-01-01 DOI:10.1051/fopen/2022022
V. González-López, Vinícius Litvinoff Justus
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引用次数: 0

摘要

在本文中,我们讨论了给定实体Θ的两个随机变量X和Y之间的条件独立性的概念。我们确定了条件独立性对X和Y之间的预测2-联结的解析形式的影响。我们得到了X和Y之间的预测2-联结在X和Θ之间以及Y和Θ之间的关联函数的表示。通过无限交换序列的概念,我们扩大了我们的结果的有效性,得到了两个变量之间的预测2-耦合关系,其中只有一个变量与数量Θ之间的耦合关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Conditional independence and predictive copula
In this paper, we address the concept of conditional independence between two random variables X and Y given the entity Θ. We identify the impact of conditional independence on the analytic form of the predictive 2-copula between X and Y. We obtain a representation of the predictive 2-copula between X and Y in terms of functions associated with the copulas between X and Θ and between Y and Θ. Through the concept of infinite exchangeable sequences we amplify the validity of our results, obtaining the predictive 2-copula between two variables in terms of the copula between only one of these variables and the quantity Θ.
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