Credit risk of financial institutions

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Finance from the NOVA – School of Business and Economics

Rating corporate groups a modelling experience

This paper aims to provide a model that allows BPI to measure the credit risk, through its rating scale, of the subsidiaries included in the corporate groups who are their clients. This model should be simple enough to be applied in practice, accurate, and must give consistent results in comparison to what have been the ratings given by the bank. The model proposed includes operational, strategic, and financial factors and ends up giving one of three results: no support, partial support, or full support from the holding to the subsidiary, and each of them translates in adjustments in each subsidiary’s credit rating. As it would be expectable, most of the subsidiaries should have the same credit rating of its parent company.

Comparative analysis of Spanish Banks’ Standalone credit profile

The paper studies the relationship between four differently rated bank’s financial profile and their standalone credit rating issued by Moody’s. The comparative analysis shows an example that despite their pricing power and geographical coverage, larger banks do not necessarily have better credit ratings. Instead, business model and risk appetite seem to be the defining factors of banks’ vulnerability to shocks, such as the Spanish real estate crisis. The risk-return relationship is also identified in the banks’ fundamentals meaning that while expansionary strategy in riskier asset classes enhances margins, it also potentially distorts the credit risk profile.

The credit ratings game

The spectacular failure of top-rated structured finance products has broughtrenewed attention to the conflicts of interest of Credit Rating Agencies (CRAs). We modelboth the CRA conflict of understating credit risk to attract more business, and the issuerconflict of purchasing only the most favorable ratings (issuer shopping), and examine theeffectiveness of a number of proposed regulatory solutions of CRAs. We find that CRAs aremore prone to inflate ratings when there is a larger fraction of naive investors in the marketwho take ratings at face value, or when CRA expected reputation costs are lower. To theextent that in booms the fraction of naive investors is higher, and the reputation risk forCRAs of getting caught understating credit risk is lower, our model predicts that CRAs aremore likely to understate credit risk in booms than in recessions. We also show that, due toissuer shopping, competition among CRAs in a duopoly is less efficient (conditional on thesame equilibrium CRA rating policy) than having a monopoly CRA, in terms of both totalex-ante surplus and investor surplus. Allowing tranching decreases total surplus further.We argue that regulatory intervention requiring upfront payments for rating services (beforeCRAs propose a rating to the issuer) combined with mandatory disclosure of any ratingproduced by CRAs can substantially mitigate the con.icts of interest of both CRAs andissuers.

Análise e Avaliação do Risco de Crédito Bancário nas PME’s – Utilização do modelo de rating

A análise de risco de crédito na actividade bancária é um tema bastante discutido no contexto das decisões das instituições financeiras. O presente estudo tem como objectivo demonstrar o processo de análise de crédito e avaliação do risco em instituições bancárias, evidenciando a utilização do modelo de rating. A implementação do acordo de Basileia veio dar uma nova forma ao relacionamento do sector bancário para com os seus clientes, estabelecendo regras no que respeita à concessão de crédito e avaliação do risco. Com isto as instituições passaram a ter uma maior preocupação em gerir o crédito e o risco inerentes a cada operação, apostando em ferramentas metodológicas adequadas ao processo creditício. As instituições bancárias acabaram por criar departamentos de risco, colocando a gestão de crédito e de risco nas mãos de profissionais especializados, agindo sobre regras e padrões internacionais uniformes. De realçar que o processo de análise de crédito envolve diversas etapas, cujo objectivo é avaliar o risco de incumprimento associado ao tomador de crédito, bem como suas consequências junto de quem concede o crédito. O rating de crédito é um instrumento cujo objectivo é atribuir uma nota que sintetiza o risco de incumprimento no pagamento de crédito, com o objectivo de reduzir a subjectividade associada ao processo de avaliação do risco. Da pesquisa realizada, constatou-se perante entrevistas junto das instituições bancárias locais que o modelo de rating ainda não é muito utilizado no nosso mercado bancário, e os que o utilizam tomam-no apenas como um indicador de risco. Segundo os entrevistados a realidade das PME’s Cabo-Verdianas não é adequada para a implementação de um modelo tão objectivo. The analysis of credit risk in banking activity is a widely discussed topic, and within the context of decisions of financial institutions. The present study aims to demonstrate the process of credit analysis and risk assessment in banking institutions, evidencing the use of internal rating model. The implementation of Basel II Accord has given a new shape to the relationship of the banking sector with its customers, establishing rules regarding the granting of credit and risk assessment. Consequently, institutions now have a greater concern in managing credit and the risk inherent to each transaction, relying on methodological tools that are appropriate to the credit process. The banks end up creating risk departments, placing credit risk management in the hands of skilled professionals that act conforming to international rules and standards. It should be noted that the credit analysis process involves several steps, aiming at assessing the default risk associated with credit borrower, and its consequences to whom grants credit. The credit rating is a process with the objective of assigning a grade, which summarizes the risk of default in payment of credit, in order to reduce the subjectivity associated with the process of risk assessment. The survey undertaken through interviews with local banking institutions showed that the rating model is not yet widely used in our banking market, and that the banks that actually use it, only do it as an indicator of risk. According to those interviewed, the reality of SMEs in Cape Verde is not suitable for the implementation of a model with such objectivity.

The credit ratings game

The collapse of so many AAA-rated structured finance products in 2007-2008has brought renewed attention to the causes of ratings failures and the conflicts of interestin the Credit Ratings Industry. We provide a model of competition among Credit RatingsAgencies (CRAs) in which there are three possible sources of conflicts: 1) the CRA conflictof interest of understating credit risk to attract more business; 2) the ability of issuersto purchase only the most favorable ratings; and 3) the trusting nature of some investorclienteles who may take ratings at face value. We show that when combined, these give riseto three fundamental equilibrium distortions. First, competition among CRAs can reducemarket efficiency, as competition facilitates ratings shopping by issuers. Second, CRAs aremore prone to inflate ratings in boom times, when there are more trusting investors, andwhen the risks of failure which could damage CRA reputation are lower. Third, the industrypractice of tranching of structured products distorts market efficiency as its role is to deceivetrusting investors. We argue that regulatory intervention requiring: i) upfront paymentsfor rating services (before CRAs propose a rating to the issuer), ii) mandatory disclosure ofany rating produced by CRAs, and iii) oversight of ratings methodology can substantiallymitigate ratings inflation and promote efficiency.

Valoración de credit default swaps: una aplicación del modelo de Hull-White al mercado español

En este trabajo se presenta una aplicación empírica del modelo de Hull-White (2000) al mercado de renta fija español. Este modelo proporciona la expresión por el cálculo de los pagos hechos por el comprador de un credit default swap (CDS), bajo la hipótesis de que no existe riesgo de contrapartida. Se supone, además, que la curva cupón cero, la tasa de recuperación constante y el momento del suceso de crédito son independientes. Se utilizan bonos del Banco Santander Central Hispano para mesurar la probabilidad neutra al riesgo de quiebra y, bajo hipótesis de no arbitraje, se calculan las primas de un CDS, por un bono subyacente con la misma calificación crediticia que la entidad de referencia. Se observa que las primas se ajustan bien a los spreads crediticios del mercado, que se acostumbran a utilizar como alternativa a las mismas.

Valoración de credit default swaps: una aplicación del modelo de Hull-White al mercado español

En este trabajo se presenta una aplicación empírica del modelo de Hull-White (2000) al mercado de renta fija español. Este modelo proporciona la expresión por el cálculo de los pagos hechos por el comprador de un credit default swap (CDS), bajo la hipótesis de que no existe riesgo de contrapartida. Se supone, además, que la curva cupón cero, la tasa de recuperación constante y el momento del suceso de crédito son independientes. Se utilizan bonos del Banco Santander Central Hispano para mesurar la probabilidad neutra al riesgo de quiebra y, bajo hipótesis de no arbitraje, se calculan las primas de un CDS, por un bono subyacente con la misma calificación crediticia que la entidad de referencia. Se observa que las primas se ajustan bien a los spreads crediticios del mercado, que se acostumbran a utilizar como alternativa a las mismas.

Characteristics of credit risk assessment methods of major Nordic banks in allocating capital when extending credits to large corporations

Credit risk assessment is an integral part of banking. Credit risk means that the return will not materialise in case the customer fails to fulfil its obligations. Thus a key component of banking is setting acceptance criteria for granting loans. Theoretical part of the study focuses on key components of credit assessment methods of Banks in the literature when extending credits to large corporations. Main component is Basel II Accord, which sets regulatory requirement for credit risk assessment methods of banks. Empirical part comprises, as primary source, analysis of major Nordic banks’ annual reports and risk management reports. As secondary source complimentary interviews were carried out with senior credit risk assessment personnel. The findings indicate that all major Nordic banks are using combination of quantitative and qualitative information in credit risk assessment model when extending credits to large corporations. The relative input of qualitative information depends on the selected approach to the credit rating, i.e. point-in-time or through-the-cycle.

Determinants of credit risk in secured loans – Evidence from the auto loan industry

The purpose of this study is to examine attributes which have explanation power to the probability of default or serious overdue in secured auto loans. Another goal is to find out differences between defaulted loans and loans which have had payment difficulties but survived without defaulting. 19 independent variables used in this study reflect information available at the time of credit decision. These variables were tested with logistic regression and backward elimination procedure. The data includes 8931 auto loans from a Finnish finance company. 1118 of the contracts were taken by company customers and 7813 by private customers. 130 of the loans defaulted and 584 had serious payment problems but did not default. The maturities of those loans were from one month to 60 months and they have ended during year 2011. The LTV (loan-to-value) variable was ranked as the most significant explainer because of its strong positive relationship with probability of payment difficulties. Another important explainer in this study was the credit rating variable which got a negative relationship with payment problems. Also maturity and car age performed well having both a positive relationship with the probability of payment problems. When compared default and serious overdue situations, the most significant differences were found in the roles of LTV, Maturity and Gender variables.

The Informational Value of Corporate Credit Ratings

This thesis examines the quality of credit ratings issued by the three major credit rating agencies - Moody’s, Standard and Poor’s and Fitch. If credit ratings are informative, then prices of underlying credit instruments such as fixed-income securities and credit default insurance should change to reflect the new credit risk information. Using data on 246 different major fixed income securities issuers and spanning January 2000 to December 2011, we find that credit default swaps (CDS) spreads do not react to changes in credit ratings. Hence credit ratings for all three agencies are not price informative. CDS prices are mostly determined by historical CDS prices while ratings are mostly determined by historical ratings. We find that credit ratings are marginally more sensitive to CDS than CDS are sensitive to ratings.

Operações off-balance sheet e instrumentos híbridos: utilização pelas empresas que compõe o IBrX-100 e sua relação com o rating e a internacionalização das empresas brasileiras

Esta dissertação busca identificar a utilização de operações off-balance e instrumentos híbridos pelas empresas brasileiras. Seu objetivo é, além da utilização, verificar se o índice de transnacionalidade e o rating de crédito influenciam na decisão de utilizar ou não tais operações e instrumentos. Para isso, foram observadas as demonstrações financeiras e ratings das empresas participantes do índice IBrX-100 no período dos últimos três anos (2009, 2010 e 2011). Já para considerar o efeito da utilização das operações e instrumentos em razão do quão internacionalizadas são as empresas, este trabalho utiliza como critério a participação das empresas no ranking das transnacionais brasileiras no mesmo período acima citado. A análise revela que as empresas brasileiras mais internacionalizadas são mais sofisticadas que as menos internacionalizas e consequentemente se utilizam mais de instrumentos híbridos e operações off-balance. Ainda nesta linha, quando se divide as empresas por quartil, se chega ao resultado esperado que quanto mais internacionalizada a empresa, mais ela se utiliza destas operações e instrumentos. Além disso, também conclui que o rating influencia na utilização destes instrumentos e operações; quanto pior, mais a empresa se utiliza. Isso ocorre quando a métrica é o rating nacional, e não foram encontradas fortes evidências em relação ao rating estrangeiro.

Impacto das classificações de rating no valor das empresas brasileiras

Este trabalho tem como objetivo estudar como os anúncios de alterações nos ratings de crédito afetam o valor de mercado das empresas brasileiras. Isso foi feito considerando as divulgações de rating pelo período de 3 anos para o universo de empresas que compõem o índice Bovespa de ações. A metodologia escolhida foi a de Estudo de Evento, utilizando o Market Model como forma de estimação dos retornos normais das ações para uma janela de estimação de 1 ano. Como resultado verificou-se que as divulgações dos ratings têm influência no preço das ações, sendo esse efeito mais acentuado no caso dos rebaixamentos de rating (downgrades): os investidores tendem a antecipar a divulgação do downgrade já que o preço das ações cai antes dessa data e volta a subir depois dela. Essa conclusão está em linha com a de estudos semelhantes feitos com ações europeias e americanas. Outra conclusão foi a de que separando a amostra de downgrades entre empresas investment grade e non-investment grade o efeito dos anúncios de rating é mais acentuado no segundo grupo.

Credit ratings and government bonds evidence before, during and after the european debt crisis

Neste projeto, investigamos se as agências de rating e as taxas de juro de longo prazo da dívida soberana tiveram uma influência recíproca antes, durante e após a crise da dívida soberana Europeia. Esta análise é realizada, estimando a relação existente entre os ratings da dívida soberana ou taxas de juro e factores macroeconomicos e estruturais, através de uma diferente aplicação de metodologias utilizadas para este efeito. Os resultados obtidos demonstram que, no período da crise soberana, os ratings e as taxas de juros tiveram um mútuo impacto, sugerindo que as descidas dos ratings podem ter conduzido a profecias auto-realizáveis, levando países relativamente estáveis a um eventual incumprimento

Regulation and the Management of Expectations - Rating Agencies Revisited

In the aftermath of the 2008 crisis, scholars have begun to revise their conceptions of how market participants interact. While the traditional “rationalist optic” posits market participants who are able to process decisionrelevant information and thereby transform uncertainty into quantifiable risks, the increasingly popular “sociological optic” stresses the role of uncertainty in expectation formation and social conventions for creating confidence in markets. Applications of the sociological optic to concrete regulatory problems are still limited. By subjecting both optics to the same regulatory problem—the role of credit rating agencies (CRAs) and their ratings in capital markets—this paper provides insights into whether the sociological optic offers advice to tackle concrete regulatory problems and discusses the potential of the sociological optic in complementing the rationalist optic. The empirical application suggests that the sociological optic is not only able to improve our understanding of the role of CRAs and their ratings, but also to provide solutions complementary to those posited by the rationalist optic.