Network Analysis of Economic and Financial Uncertainties in Advanced Economies: Evidence from Graph-Theory

Q2 Decision Sciences
A. Tiwari, M. Boachie, Rangan Gupta
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引用次数: 17

Abstract

We investigate the nonlinear dependencies and interconnectedness of macroeconomic and financial uncertainties in 11 developed countries. The study applies structure learning with weakly additive noise model using Directed Acyclic Graphs (DAGs) to data covering 1997:01 to 2017:09. The results indicate the existence of nonlinear dependencies among macroeconomic and financial uncertainties. That an increased macroeconomic and financial uncertainty in a particular economy affects other economies. Overall, Spain happens to be a major receiver of macroeconomic and financial uncertainties from the other developed economies. The findings call for macroprudential policies to ensure stability in these economies.
发达经济体经济和金融不确定性的网络分析:来自图论的证据
我们研究了11个发达国家宏观经济和金融不确定性的非线性依赖关系和相互联系。本研究利用有向无环图(dag)的弱加性噪声模型对1997:01至2017:09的数据进行结构学习。结果表明,宏观经济不确定性与金融不确定性之间存在非线性依赖关系。一个特定经济体的宏观经济和金融不确定性增加会影响其他经济体。总体而言,西班牙恰好是其他发达经济体宏观经济和金融不确定性的主要接受者。研究结果呼吁采取宏观审慎政策,以确保这些经济体的稳定。
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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来源期刊
Advances in Decision Sciences
Advances in Decision Sciences Mathematics-Applied Mathematics
CiteScore
4.70
自引率
0.00%
发文量
18
审稿时长
29 weeks
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