全球股票市场转折点建模

D. Ahelegbey, Monica Billio, R. Casarin
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引用次数: 1

摘要

金融市场的转折点通常以市场运动方向和/或幅度的变化为特征,这些变化对投资者的决策有短期到长期的影响。本文提出了一种贝叶斯技术用于金融股票市场的拐点检测。我们从一个分段网络向量自回归模型中推导出股票市场收益之间的相互关联性。实证应用考察了过去20年全球股市的拐点。我们还将COVID-19引发的互联性与2008年全球金融危机的互联性进行了比较,以找出相似之处和溢出效应传播的最核心市场。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling Turning Points In Global Equity Market
Turning points in financial markets are often characterized by changes in the direction and/or magnitude of market movements with short-to-long term impacts on investors' decisions. This paper develops a Bayesian technique to turning point detection in financial equity markets. We derive the interconnectedness among stock market returns from a piece-wise network vector autoregressive model. The empirical application examines turning points in global equity market over the past two decades. We also compare the COVID-19 induced interconnectedness with that of the global financial crisis in 2008 to identify similarities and the most central market for spillover propagation.
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