空间视角下的股市传染

W. Chow
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引用次数: 0

摘要

摘要本章提出了一个带空间结构的简单收益股票价格模型,以评估实体和金融联系对股票市场传染的影响。处理的前提是,我们的制度转换分析在长时间跨度内设想了次贷危机期间的过度回报和波动的聚类,以及基线收入股票模型中空间自相关的存在。本章将渠道因素表现为空间权重,探讨了2007 - 2009年3年期误差项中显性相关股价收益和隐性空间自相关的规范。通过模型选择和空间权重选择来验证模型的有效性。研究结果表明,这两种指标的空间依赖性都不是太大,这表明传染病在样本期内没有迅速蔓延。在考虑的各种因素中,不良贷款、市场流动性和存贷比是最重要的传导因素。经常账户余额、外国直接投资净流量和GDP规模是最不重要的媒介。总之,这些表明,与贸易等实际联系相比,金融联系在促进冲击传导方面可能发挥更重要的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stock Market Contagion from a Spatial Perspective
Abstract This chapter proposes augmenting a simple income stock price model with spatial structures to evaluate the significance of real and financial linkages in instigating stock market contagion. The treatment is premised upon the clustering of excessive returns and volatilities during the Subprime crisis envisaged from our regime switching analysis over a long time span, and the presence of spatial autocorrelation in the baseline income stock model. With the channel factors manifested as spatial weights, this chapter explores specifications of explicit interrelated stock price returns and implicit spatial autocorrelation in the error term for the 3-year period from 2007 to 2009. Model validity is authenticated by way of model choice and spatial weight selection. The finding shows that spatial dependence in either specification is not too sizable indicating that contagion is not spreading fast in the sample period. Of the various factors considered, non-performing loans, market liquidity, and credit to deposit ratio turn out to be the most important transmission factors. Current account balance, net FDI flows, and size of GDP are among the least significant media. In sum, these suggest that financial linkages could play a more important role in facilitating shock transmission when compared to real linkages such as trade.
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