{"title":"Determinants of European Bank Credit Default Swap Spreads","authors":"Jan Vogelheim","doi":"10.2139/ssrn.3614839","DOIUrl":null,"url":null,"abstract":"This paper analyzes the determinants of empirical credit default swap (CDS) spreads of European banks based on two different panel regression models. Previous studies primarily focus on non-financial firms. The Expected Default Frequency (EDF) is a statistically significant and economically important credit risk factor from the KMV structural model. The panel regression attributes more than 50% of the CDS spread variation to model-based EDF. Among bank-specific CAMELS indicators, a liquidity indicator and the return on assets are significant determinants. In addition to balance sheet ratios, the market-based EDF provides a substantial contribution to increasing the model’s explanatory power. Furthermore, the stock market index is an important market-wide indicator of the macroeconomic environment explaining European bank CDS spreads. This empirical study is the first finding an explanatory content of the EURIBOR-EUREPO, TED and five-year swap spread for CDS spread levels. With rising funding and liquidity risks or general risks to financial market stability, bank CDS spreads increase. Moreover, the EURIBOR-EUREPO and TED spread are able to increase the adjusted R-squared.","PeriodicalId":378972,"journal":{"name":"ERN: Swaps & Forwards (Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Swaps & Forwards (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3614839","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper analyzes the determinants of empirical credit default swap (CDS) spreads of European banks based on two different panel regression models. Previous studies primarily focus on non-financial firms. The Expected Default Frequency (EDF) is a statistically significant and economically important credit risk factor from the KMV structural model. The panel regression attributes more than 50% of the CDS spread variation to model-based EDF. Among bank-specific CAMELS indicators, a liquidity indicator and the return on assets are significant determinants. In addition to balance sheet ratios, the market-based EDF provides a substantial contribution to increasing the model’s explanatory power. Furthermore, the stock market index is an important market-wide indicator of the macroeconomic environment explaining European bank CDS spreads. This empirical study is the first finding an explanatory content of the EURIBOR-EUREPO, TED and five-year swap spread for CDS spread levels. With rising funding and liquidity risks or general risks to financial market stability, bank CDS spreads increase. Moreover, the EURIBOR-EUREPO and TED spread are able to increase the adjusted R-squared.