Business Cycles Across Space and Time

Michael T. Owyang, Daniel Soques, Neville R. Francis
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引用次数: 9

Abstract

We study the comovement of international business cycles in a time series clustering model with regime-switching. We extend the framework of Hamilton and Owyang (2012) to include time-varying transition probabilities to determine what drives similarities in business cycle turning points. We find four groups, or ?clusters?, of countries which experience idiosyncratic recessions relative to the global cycle. Additionally, we find the primary indicators of international recessions to be fluctuations in equity markets and geopolitical uncertainty. In out-of-sample forecasting exercises, we find that our model is an improvement over standard benchmark models for forecasting both aggregate output growth and country-level recessions.
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跨越时空的商业周期
本文研究了具有状态切换的时间序列聚类模型中国际经济周期的运动。我们扩展了Hamilton和Owyang(2012)的框架,将时变过渡概率包括在内,以确定是什么驱动了商业周期转折点的相似性。我们找到了四组,或者说四簇?这些国家经历了相对于全球周期的特殊衰退。此外,我们发现国际衰退的主要指标是股票市场的波动和地缘政治的不确定性。在样本外预测练习中,我们发现我们的模型在预测总产出增长和国家级衰退方面都比标准基准模型有所改进。
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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