Discovering causal relationships among financial variables associated with firm value using a dynamic Bayesian network

This study investigated the causal relationships among financial variables associated with firm value using a Causal Dynamic Bayesian Network (CDBN), which is an extension of the basic Bayesian network that captures both temporal and contemporaneous causal relationships. The CDBN model was construct...

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Bibliographic Details
Main Authors: Ji Young Choi, Chae Young Lee, Man-Suk Oh
Format: Article
Language:English
Published: AIMS Press 2025-01-01
Series:Data Science in Finance and Economics
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Online Access:https://www.aimspress.com/article/doi/10.3934/DSFE.2025001
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