论文标题

边缘对数线性模型和中介分析

Marginal log-linear models and mediation analysis

论文作者

Forcina, Antonio

论文摘要

我们回顾了一些有关边缘对数线性模型的未知结果,得出一些新的结果,并显示它们与逻辑回归中的调解分析可能相关。特别是,我们详细介绍了在不同边缘分布中定义的相互作用参数之间的关系,并描述了一种用于估计不同边缘内的SANE相互作用参数的算法。

We review some not well known results about marginal log-linear models, derive some new ones and show how they might be relevant in mediation analysis within logistic regression. In particular, we elaborate on the relation between interaction parameters defined within different marginal distributions and describe an algorithm for estimating the sane interaction parameters within different marginals.

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