Modelling economic stress through financial systemic balance index

Alicia Carrion Garcia, Theerasak Chanwimalueang, G. G. Calvi, A. Hemakom, Ramón Miralles Ricós, D. Mandic
{"title":"Modelling economic stress through financial systemic balance index","authors":"Alicia Carrion Garcia, Theerasak Chanwimalueang, G. G. Calvi, A. Hemakom, Ramón Miralles Ricós, D. Mandic","doi":"10.1109/ICDSP.2016.7868621","DOIUrl":null,"url":null,"abstract":"Financial markets undergo cycles oscillating between periods of economic growth followed by periods of recession. This is similar to the principle of sympathovagal balance in humans representing the leverages between two interactive nervous systems: the sympathetic nervous system (SNS) and the parasympathetic nervous system (PNS). Based on the Efficient Market Hypothesis (EMH), we conjecture that there could exist two major groups of people who invest in financial markets: 1. Those who drive financial prices to a state of abnormality, and 2. Those who try to sustain the financial prices. To support this conjecture, we introduce the financial systemic balance index (FSBI) which is used to quantify the evolution of financial stress levels in the market. Results show that periods of higher stress detected by the proposed FSBI index correspond to those with higher levels of determinism and nonlinearity, evaluated via the Delay Vector Variance (DVV) method.","PeriodicalId":206199,"journal":{"name":"2016 IEEE International Conference on Digital Signal Processing (DSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Conference on Digital Signal Processing (DSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2016.7868621","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Financial markets undergo cycles oscillating between periods of economic growth followed by periods of recession. This is similar to the principle of sympathovagal balance in humans representing the leverages between two interactive nervous systems: the sympathetic nervous system (SNS) and the parasympathetic nervous system (PNS). Based on the Efficient Market Hypothesis (EMH), we conjecture that there could exist two major groups of people who invest in financial markets: 1. Those who drive financial prices to a state of abnormality, and 2. Those who try to sustain the financial prices. To support this conjecture, we introduce the financial systemic balance index (FSBI) which is used to quantify the evolution of financial stress levels in the market. Results show that periods of higher stress detected by the proposed FSBI index correspond to those with higher levels of determinism and nonlinearity, evaluated via the Delay Vector Variance (DVV) method.
通过金融系统平衡指数模拟经济压力
金融市场经历了经济增长期和经济衰退期之间的周期性波动。这类似于人类交感迷走神经平衡的原理,它代表了两个相互作用的神经系统:交感神经系统(SNS)和副交感神经系统(PNS)之间的杠杆作用。基于有效市场假说(Efficient Market Hypothesis, EMH),我们推测在金融市场上可能存在两大投资群体:一是将金融价格推向异常状态;那些试图维持金融价格的人。为了支持这一猜想,我们引入了用于量化市场金融压力水平演变的金融系统平衡指数(FSBI)。结果表明,通过延迟向量方差(Delay Vector Variance, DVV)方法,FSBI指数检测到的高应力周期与确定性和非线性水平较高的应力周期相对应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信