'Tropical' Real Business Cycles? A Bayesian Exploration

Andrés Fernández Martin
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Abstract

Can frictionless small open economy models driven solely by technology shocks account for business cycles in developing countries? We don't find evidence of it. We build a DSGE model that jointly includes a variety of real perturbations in addition to technology shocks, such as procyclical fiscal policies; terms of trade fluctuations; and perturbations to the foreign interest rate coupled with financial frictions and estimate it using Bayesian methods on high and low frequency data from a developing - and "tropical" - country, Colombia. We find interest rate shocks to be crucial and that financial frictions play a central role as propagating mechanisms of transitory technology shocks. These two driving forces alone can account well for the observed properties of the Colombian business cycle. Other structural shocks such as terms of trade fluctuations and level shifts in the technology process do not appear to be relevant in the past decade and a half, but their importance increases when a longer span of data is considered.
真正的“热带”商业周期?贝叶斯探索
仅仅由技术冲击驱动的无摩擦的小型开放经济模式能否解释发展中国家的商业周期?我们没有找到证据。我们建立了一个DSGE模型,该模型除技术冲击外,还包括各种实际扰动,如顺周期财政政策;贸易条件波动;和外国利率的扰动加上金融摩擦,并使用贝叶斯方法对来自发展中国家和“热带”国家哥伦比亚的高频和低频数据进行估计。我们发现利率冲击是至关重要的,金融摩擦在暂时性技术冲击的传播机制中起着核心作用。仅这两种驱动力就可以很好地解释哥伦比亚商业周期所观察到的特性。其他结构性冲击,如贸易条件波动和技术进程中的水平变化,在过去15年似乎无关紧要,但如果考虑到更长的数据跨度,它们的重要性就会增加。
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