International trade fluctuations: global versus regional factors

Karen Jackson, K. Beck
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Abstract

This paper examines the relative importance of global, regional, country and idiosyncratic factors, as well as the determinants that underpin fluctuations in international trade flows across different regions of the world. Our analysis uses a two-step process, starting with a Bayesian dynamic latent factor model (BDFM) to simultaneously estimate the four dynamic factors, followed by the application of Bayesian model averaging to identify the variables that explain the shares of volatility. Our key findings are: (i) international factors are the most important in explaining fluctuations in international trade, suggesting that the interconnections between economies, and policies/shocks at the regional and global level, tend to be more important than country-level factors (ii) regional integration, particularly when the agreement goes beyond trade in goods, is positively related to the share of the regional factor, and inversely related to the importance of the global factor. Furthermore, the regional factor is more important in the case of economically large trade blocks. Overall, our analysis illustrates the usefulness of applying a BDFM model to study the co-movements of international trade series.
国际贸易波动:全球因素与区域因素
本文考察了全球、区域、国家和特殊因素的相对重要性,以及支撑世界不同地区国际贸易流量波动的决定因素。我们的分析采用两步过程,首先使用贝叶斯动态潜在因素模型(BDFM)同时估计四个动态因素,然后应用贝叶斯模型平均来确定解释波动份额的变量。我们的主要发现是:(一)国际因素是解释国际贸易波动的最重要因素,这表明各经济体之间的相互联系以及区域和全球一级的政策/冲击往往比国家一级的因素更为重要;(二)区域一体化,特别是当协定超出货物贸易范围时,与区域因素所占份额呈正相关,与全球因素的重要性呈负相关。此外,在经济规模较大的贸易集团的情况下,区域因素更为重要。总的来说,我们的分析说明了应用BDFM模型来研究国际贸易系列的协同运动的有用性。
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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