The Causality between Financial Instability and Monetary Policy Uncertainty: Who Predicts Whom?

Meng Yan
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Abstract

By employing the bootstrap full-sample Granger causality test and sub-sample rolling window causality test, this paper attempts to disentangle the causal nexus between financial instability and monetary policy uncertainty in the US, Japan, and Greece. The bootstrap full sample causality test reveals that there is unidirectional causality from monetary policy uncertainty to financial instability in the US, while there exists the reverse channel in Japan and Greece. Nonparametric Granger causality test further demonstrates that there is no causal relationship in each country, indicating the potential time-varying relationship between two variables. To allow the dynamic relationship between them, we use the bootstrap sub-sample rolling window Granger causality test and conclude that there are bidirectional causal relationships between financial instability and monetary policy uncertainty in specific subperiods for all three countries, such as during regional and global crisis. Overall, this paper helps us better understand the intricate mechanisms between financial instability and monetary policy uncertainty from the predictive perspective.
金融不稳定与货币政策不确定性之间的因果关系:谁预测谁?
本文采用自举全样本格兰杰因果检验和子样本滚动窗因果检验,试图厘清美国、日本和希腊金融不稳定与货币政策不确定性之间的因果关系。自举全样本因果检验表明,美国货币政策不确定性与金融不稳定之间存在单向因果关系,而日本和希腊存在反向因果关系。非参数格兰杰因果检验进一步表明,在每个国家都不存在因果关系,表明两个变量之间存在潜在的时变关系。为了允许它们之间的动态关系,我们使用自举子样本滚动窗口格兰杰因果检验,并得出结论,在所有三个国家的特定子时期,金融不稳定性和货币政策不确定性之间存在双向因果关系,例如在区域和全球危机期间。总体而言,本文有助于我们从预测的角度更好地理解金融不稳定与货币政策不确定性之间的复杂机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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