Credit default swap (CDS) prediction model & trading strategy

This project focuses on the study of different explanatory models for the behavior of CDS security, such as Fixed-Effect Model, GLS Random-Effect Model, Pooled OLS and Quantile Regression Model. After determining the best fitness model, trading strategies with long and short positions in CDS have been developed. Due to some specifications of CDS, I conclude that the quantile regression is the most efficient model to estimate the data. The P&L and Sharpe Ratio of the strategy are analyzed using a backtesting analogy, where I conclude that, mainly for non-financial companies, the model allows traders to take advantage of and profit from arbitrages.

Los Credit Default Swap (CDS) o seguros contra cesación de pagos y su estructuración legal como garantía para los inversionistas

La crisis financiera del 2008 provocó la pérdida de riqueza y el derrumbe de los mercados bursátiles y de la economía real, traducida en desempleo, reducción de la productividad, recesión profunda, e incertidumbre en los mercados financieros. En el marco de la crisis de deuda soberana europea, es cuestionable también el grado de certeza de los CDS (Credit Default Swap) como garantía para los inversionistas, considerando las negociaciones existentes entre emisores y bancos europeos para evitar el default de estos instrumentos y por tanto, evitar la indemnización a los inversionistas en su calidad de acreedores. Remontándonos, la crisis financiera internacional del año 2008 tuvo como uno de sus orígenes a las hipotecas denominadas como “subprime”. Estas hipotecas fueron “empaquetadas” junto a otras de alta calificación, en grupos de hipotecas para ser titularizadas y colocadas en el mercado bursátil, mediante instrumentos denominados CDO (Collateralized Debt Obligations), y a aseguradas en algunos casos, través de los CDS (Credit Default Swap), siendo principalmente estos últimos instrumentos financieros, blanco de las críticas y señalados como uno de los culpables de la crisis financiera internacional. Bajo estas consideraciones, se pretende en esta investigación, analizar específicamente los CDS (Credit Default Swap), para determinar su naturaleza jurídica como verdaderos seguros contra cesación de pagos, o como permutas de incumplimiento crediticio. Comprender su estructuración legal como instrumento de garantía para los inversionistas institucionales o particulares, considerando el acontecimiento de la quita de los bonos griegos, la crisis de deuda soberana europea y el default de la deuda argentina, así como las consideraciones del ISDA (International Swaps and Derivatives Association) en estos puntos; su marco legal, su contribución en la reducción del riesgo, su papel especulativo y su incidencia real en la crisis financiera del año 2008.

Estudo sobre o efeito de variáveis macro econômico e do spread de credit default swap no risco de evento de crédito soberano

Este trabalho explora a realização de default soberano em função da estrutura de spreads de CDS (Credit Default Swap). Pode-se dizer que os spreads revelam a probabilidade de default de um país. Aplicamos a metodologia proposta neste trabalho para Argentina, Coreia, Equador, Indonésia, México, Peru, Turquia, Ucrânia, Venezuela e Rússia. Nós mostramos que um modelo de um único fator seguindo um processo lognormal captura a probabilidade de default. Também mostramos que as variáveis macro econômicas inflação, desemprego e crescimento não explicam a variável dependente do estudo (probabilidade de default). Cada país reage de maneira diferente a crise econômica que a leva a não honrar seus compromissos com as dívidas contraídas.

Empirical Analysis of Credit Risk Regime Switching and Temporal Conditional Default Correlation in Credit Default Swap Valuation: The Market liquidity effect

In this paper, we extend the debate concerning Credit Default Swap valuation to include time varying correlation and co-variances. Traditional multi-variate techniques treat the correlations between covariates as constant over time; however, this view is not supported by the data. Secondly, since financial data does not follow a normal distribution because of its heavy tails, modeling the data using a Generalized Linear model (GLM) incorporating copulas emerge as a more robust technique over traditional approaches. This paper also includes an empirical analysis of the regime switching dynamics of credit risk in the presence of liquidity by following the general practice of assuming that credit and market risk follow a Markov process. The study was based on Credit Default Swap data obtained from Bloomberg that spanned the period January 1st 2004 to August 08th 2006. The empirical examination of the regime switching tendencies provided quantitative support to the anecdotal view that liquidity decreases as credit quality deteriorates. The analysis also examined the joint probability distribution of the credit risk determinants across credit quality through the use of a copula function which disaggregates the behavior embedded in the marginal gamma distributions, so as to isolate the level of dependence which is captured in the copula function. The results suggest that the time varying joint correlation matrix performed far superior as compared to the constant correlation matrix; the centerpiece of linear regression models.

Should credit default swap issuers be subject to prudential regulation?

Credit default swaps (CDSs) contributed significantly to and exacerbated the recent global financial crisis. As a result of the major role that CDSs played, this paper argues that CDS issuers should be subject to prudential regulation, in order to improve systemic stability in the financial system. Three reasons are put forward for this proposition. First, CDSs are functionally equivalent to insurance and so should be regulated in a consistent manner. Secondly, CDSs perform the economic function of assuming credit risk, and so should be prudentially regulated in the same way as other financial institutions which assume credit risk. Finally, CDSs have the potential to contribute to systemic instability in the financial system, and prudential regulation would reduce this risk.

US Corporate Default Swap Valuation: The Market Liquidity Hypothesis and Autonomous Credit Risk

This paper develops a reduced form three-factor model which includes a liquidity proxy of market conditions which is then used to provide implicit prices. The model prices are then compared with observed market prices of credit default swaps to determine if swap rates adequately reflect market risks. The findings of the analysis illustrate the importance of liquidity in the valuation process. Moreover, market liquidity, a measure of investors. willingness to commit resources in the credit default swap (CDS) market, was also found to improve the valuation of investors. autonomous credit risk. Thus a failure to include a liquidity proxy could underestimate the implied autonomous credit risk. Autonomous credit risk is defined as the fractional credit risk which does not vary with changes in market risk and liquidity conditions.

Credit-Default-Swaps and the 2008 Financial Crisis: An Inquiry into the Underlying Legal Origins and the European Union’s Regulatory Reforms

After the 2008 financial crisis, the financial innovation product Credit-Default-Swap (CDS) was widely blamed as the main cause of this crisis. CDS is one type of over-the-counter (OTC) traded derivatives. Before the crisis, the trading of CDS was very popular among the financial institutions. But meanwhile, excessive speculative CDSs transactions in a legal environment of scant regulation accumulated huge risks in the financial system. This dissertation is divided into three parts. In Part I, we discussed the primers of the CDSs and its market development, then we analyzed in detail the roles CDSs had played in this crisis based on economic studies. It is advanced that CDSs not just promoted the eruption of the crisis in 2007 but also exacerbated it in 2008. In part II, we asked ourselves what are the legal origins of this crisis in relation with CDSs, as we believe that financial instruments could only function, positive or negative, under certain legal institutional environment. After an in-depth inquiry, we observed that at least three traditional legal doctrines were eroded or circumvented by OTC derivatives. It is argued that the malfunction of these doctrines, on the one hand, facilitated the proliferation of speculative CDSs transactions; on the other hand, eroded the original risk-control legal mechanism. Therefore, the 2008 crisis could escalate rapidly into a global financial tsunami, which was out of control of the regulators. In Part III, we focused on the European Union’s regulatory reform towards the OTC derivatives market. In specific, EU introduced mandatory central counterparty clearing obligation for qualified OTC derivatives, and requires that all OTC derivatives shall be reported to a trade repository. It is observable that EU’s approach in re-regulating the derivatives market is different with the traditional administrative regulation, but aiming at constructing a new market infrastructure for OTC derivatives.

Credit Default Swaps and Insurance: Against the Potts Opinion

Little attention has been given to the possibility that CDS transactions might be construed as insurance contracts in English law. This article challenges the widespread “Potts opinion”, which states that CDSs are not insurance, because they do not require the protection buyer to sustain a loss or to have an insurable interest in the subject matter. CDSs often do provide protection against loss that the buyer is exposed to; loss indemnity is not a necessary characterisation of an insurance contract; insurable interest does not form part of the definition of insurance, but is an additional requirement of valid insurance; and what matters is the substance not the form of the contract. The situation in the US and Australia is also briefly considered.

Credit Default Swaps (CDS) y Collateral Debt Obligation (CDO) derivados financieros responsables de la crisis sub-prime de 2008 en Estados Unidos y una guía para el desarrollo del mercado de derivados exóticos en Colombia

La crisis financiera hipotecaria de 2008 en la que se declaró en quiebra el banco de inversión Lehman Brothers, se desarrolló en un ambiente que contemplaba apalancamientos financieros excesivos y el uso de derivados financieros de crédito innovadores. Razón por la cual, a partir del estudio de caso de quiebra de este banco de inversión y el análisis de las causas y consecuencias del ambiente desregulatorio que surgió en Estados Unidos desde la década de los 30 hasta el 2000, se orienta la investigación a indagar sobre lo que sucede en términos regulatorios y empresariales en el mercado de valores colombiano y así lograr definir objetivos que permitan el crecimiento del mercado de derivados exóticos en Colombia bajo un marco de responsabilidad financiera y ética empresarial.

Los credit default swaps: estructura jurídica y operatividad financiera

El presente trabajo aunque de naturaleza técnica, pretende dos cosas fundamentales: familiarizar al lector con los denominados “instrumentos derivados” que tienen volúmenes gigantescos de negociación en su mercado propio (el OTC) ascendiendo “ … a finales de junio de 2009 a 605 billones de dólares (10 veces el PIB mundial)”1; y, revisar con más profundidad uno de aquellos, una innovación financiera derivada de los contratos de permuta financiera que toma el nombre de Credit Default Swaps. Esta innovación o evolución sobre los instrumentos derivados ordinarios, representa un tipo de contratos altamente estandarizados y tecnificados que fueron creados como una nueva forma de protección sobre incumplimientos de crédito viabilizando la transmisión de uno, varios o todos los riesgos asociados con la posibilidad de incumplimiento de pago de operaciones crediticias a terceros quienes los reciben en virtud de un precio. Como se verá en del transcurso del trabajo, el loable objetivo de protección para el que fueron originalmente creados, se desnaturalizó hasta convertir a estos instrumentos en independientes de las obligaciones que amparaban y permitir su acceso a especuladores financieros que amasaron grandes fortunas apostando a favor y en contra de obligaciones y fracturando, de esta manera, la transparencia que es principio fundamental de los mercados financieros. La evolución insidiosa y el descontrol de estos instrumentos, sin embargo, ha permitido su proliferación e interferencia, no solo en obligaciones particulares sino que ha contaminado los mismos mercados de deuda soberana, incluyendo la ecuatoriana como se verá en su momento y muy recientemente la denominada “crisis griega”; los especuladores han utilizado estos complejos productos para aprovecharse de los ingentes beneficios que les proporcionan en desmedro de las economías de países en dificultades multiplicando sus pérdidas y causando alarma y conmoción tanto interna como externa al punto que muy pocos días antes de la presentación de este trabajo, Francia, Alemania, Luxemburgo, la afectada Grecia y el mismísimo Presidente de la CEE, han llamado a la comunidad financiera internacional a limitar su uso.

Price discovery of credit spreads in tranquil and crisis periods

In this paper we investigate the price discovery process in single-name credit spreads obtained from bond, credit default swap (CDS), equity and equity option prices. We analyse short term price discovery by modelling daily changes in credit spreads in the four markets with a vector autoregressive model (VAR). We also look at price discovery in the long run with a vector error correction model (VECM). We find that in the short term the option market clearly leads the other markets in the sub-prime crisis (2007-2009). During the less severe sovereign debt crisis (2009-2012) and the pre-crisis period, options are still important but CDSs become more prominent. In the long run, deviations from the equilibrium relationship with the option market still lead to adjustments in the credit spreads observed or implied from other markets. However, options no longer dominate price discovery in any of the periods considered. Our findings have implications for traders, credit risk managers and financial regulators.

The EU ban on uncovered sovereign credit default swaps: assessing impacts on liquidity, volatility and price discovery

This article addresses the effects of the prohibition against naked CDS buying implemented by the European Union in November 2012. Three aspects of market quality are analyzed: liquidity, volatility, and price informativeness. Overall, our results suggest that the ban produced negative effects on liquidity and price informativeness. First, we find that in territories within the scope of the EU regulation, the bid–ask spreads on sovereign CDS contracts rose after the ban, but fell for countries outside its bounds. Open interest declined for both groups of CDS reference entities in our sample, but significantly more in the constraint group. Price delay increased more prominently for countries affected by the ban, whereas price precision decreased for these countries while increasing for CDSs written on other sovereign reference entities. Most notably, our findings indicate that hese negative effects were more pronounced amid reference entities exhibiting lower credit risk. With respect to volatility, the evidence suggests that the ban was successful in stabilizing the CDS market in that volatility decreased, particularly for contracts written on riskier CDS entities.