Economic Vulnerability Is State Dependent

Leopoldo Catania, A. Luati, Pierluigi Vallarino
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Abstract

This paper shows that different states of the financial system command a different effect in worsening financial conditions on economic vulnerability. As soon as financial conditions start deteriorating, the economic outlook becomes more pessimistic and uncertain. No increase in macroeconomic uncertainty is expected when financial conditions worsen from an already tighter than usual situation. We also find that past information on GDP growth is paramount to study and predict economic vulnerability. Both these findings have relevant forecasting and policymaking implications, and persist once we consider other measures of the real economic activity.

From a methodological perspective, we carry out the analysis under a novel approach which relies on the state of the art in dynamic modelling of multiple quantiles. The proposed methodology exploits the entire information of past GDP growth, can accommodate a state dependent effect of financial conditions and allows for statistical inference under the standard quasi maximum likelihood setting.
经济脆弱性取决于国家
本文表明,金融体系的不同状态对金融环境恶化对经济脆弱性的影响是不同的。一旦金融状况开始恶化,经济前景就会变得更加悲观和不确定。当金融状况在已经比通常情况更紧的情况下恶化时,预计宏观经济的不确定性不会增加。我们还发现,过去的GDP增长信息对于研究和预测经济脆弱性至关重要。这两项发现都具有相关的预测和决策意义,一旦我们考虑到实体经济活动的其他指标,它们就会继续存在。从方法学的角度来看,我们在一种新的方法下进行分析,这种方法依赖于多分位数动态建模的最新技术。所提出的方法利用了过去GDP增长的全部信息,可以适应财政状况的国家依赖效应,并允许在标准准最大似然设置下进行统计推断。
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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