Credit risk downgrades and the CDS market: a wavelet analysis

IF 5.7 Q1 BUSINESS, FINANCE
Olivier Nataf, Lieven De Moor
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Abstract

PurposeThis paper aims to assess the consequences of credit risk downgrades on credit default swaps (hereafter CDS) written on financial companies from two different perspectives, namely the overall stress level observed on the market and the rating agency performing the downgrade.Design/methodology/approachThe authors' study relies on several wavelet analyses performed on different subsamples of data coming from the iTraxx index, the downgrade dates ranging between October 28, 2005 and February 3, 2015. This study highlights that both the overall stress level and the rating agency taking actions do have an influence on how market players will react.FindingsThe authors' study points out that market players will anticipate and react to downgrades in different ways depending on the level of stress. Feedback effects are observed after the downgrade only during periods of tension. From a rating agency point of view, the authors' study shows that the market share as well as the reputation of each agency have an influence on the aftermaths of a downgrade.Originality/valueTo the authors' knowledge, this paper is the first one relying on wavelet to analyse the consequences of a downgrade on CDS market. The use of this methodology allows to capture the multiple impacts of a downgrade through time and, therefore, to analyse the dynamics triggered on the market by a negative rating event. Moreover, the study of the downgrades' repercussions of each of the main rating agencies underlines a psychological dimension in the way market players react to a downgrade.
信用风险降级与CDS市场:小波分析
目的本文旨在从两个不同的角度评估金融公司信用违约互换(CDS)信用风险降级的后果,即市场上观察到的整体压力水平和执行降级的评级机构。设计/方法/方法作者的研究依赖于对iTraxx指数数据的不同子样本进行的几次小波分析,降级日期在2005年10月28日至2015年2月3日之间。这项研究强调,整体压力水平和评级机构采取的行动都会对市场参与者的反应产生影响。发现作者的研究指出,市场参与者会根据压力水平以不同的方式预测和应对降级。降级后仅在紧张时期观察到反馈效应。从评级机构的角度来看,作者的研究表明,每个机构的市场份额和声誉都会对评级下调的后果产生影响。原创性/价值据作者所知,本文是第一篇依靠小波分析CDS市场降级后果的论文。使用这种方法可以捕捉评级下调对市场的多重影响,从而分析负面评级事件对市场的影响。此外,对每个主要评级机构降级影响的研究强调了市场参与者对降级反应的心理层面。
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来源期刊
Journal of Risk Finance
Journal of Risk Finance BUSINESS, FINANCE-
CiteScore
6.20
自引率
6.70%
发文量
37
期刊介绍: The Journal of Risk Finance provides a rigorous forum for the publication of high quality peer-reviewed theoretical and empirical research articles, by both academic and industry experts, related to financial risks and risk management. Articles, including review articles, empirical and conceptual, which display thoughtful, accurate research and be rigorous in all regards, are most welcome on the following topics: -Securitization; derivatives and structured financial products -Financial risk management -Regulation of risk management -Risk and corporate governance -Liability management -Systemic risk -Cryptocurrency and risk management -Credit arbitrage methods -Corporate social responsibility and risk management -Enterprise risk management -FinTech and risk -Insurtech -Regtech -Blockchain and risk -Climate change and risk
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