Which Global Cycle? A Stochastic Factor Selection Approach for Global Macro-Financial Cycles

Tino Berger, Sebastian Hienzsch
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Abstract

Instead of assuming a certain factor structure, we statistically test for the factor structure driving common global dynamics in macroeconomic and financial data by employing a stochastic factor selection approach. Using a sample of 16 developed countries from 1996Q1 to 2019Q4, we present strong empirical evidence of a global macro-financial cycle and an independent global financial cycle. Moreover, the global macro-financial cycle we estimate is essentially the global business cycle identified in the literature. It captures the common global macroeconomic dynamics and drives a significant share of the comovement in the financial sector. The remaining commonality in financial variables is driven by separate global financial cycles: the global credit cycle and the global capital flow cycle.
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哪个全球周期?全球宏观金融周期的随机因素选择方法
我们没有假设某种因子结构,而是采用随机因子选择方法,对宏观经济和金融数据中驱动全球共同动态的因子结构进行了统计检验。利用 1996Q1 至 2019Q4 16 个发达国家的样本,我们提出了全球宏观金融周期和独立全球金融周期的有力经验证据。此外,我们估计的全球宏观金融周期本质上就是文献中确定的全球商业周期。它捕捉到了全球宏观经济的共同动态,并驱动了金融部门的大部分相关性。金融变量的其余共性是由单独的全球金融周期驱动的:全球信贷周期和全球资本流动周期。
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