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.

Exploiting the cointrgration between vix and CDS in a credit market timing model

We investigate the cointegration between VIX and CDS indices, and the possibility of exploiting it in an existing credit market timing investment model. We find cointegration over most of the sample period and the leadership of VIX over the CDS in the price discovery process. We present two methods for including cointegration into the model. Both strategies improve the in-sample and out-of-sample model performances, even though out-of-sample results are weaker. We find that in-sample better performances are explained by a stronger cointegration, concluding that in the presence of cointegration our strategies can be profitable in an investment model that considers transaction costs.

A new credit monitoring framework for agents' networks

The purpose of this work is to develop a practicable approach for Telecom firms to manage the credit risk exposition to their commercial agents’ network. Particularly it will try to approach the problem of credit concession to clients’ from a corporation perspective and explore the particular scenario of agents that are part of the commercial chain of the corporation and therefore are not end-users. The agents’ network that served as a model for the presented study is composed by companies that, at the same time, are both clients and suppliers of the Telecommunication Company. In that sense the credit exposition analysis must took into consideration all financial fluxes, both inbound and outbound. The current strain on the Financial Sector in Portugal, and other peripheral European economies, combined with the high leverage situation of most companies, generates an environment prone to credit default risk. Due to these circumstances managing credit risk exposure is becoming increasingly a critical function for every company Financial Department. The approach designed in the current study combined two traditional risk monitoring tools: credit risk scoring and credit limitation policies. The objective was to design a new credit monitoring framework that is more flexible, uses both external and internal relationship history to assess risk and takes into consideration commercial objectives inside the agents’ network. Although not explored at length, the blueprint of a Credit Governance model was created for implementing the new credit monitoring framework inside the telecom firm. The Telecom Company that served as a model for the present work decided to implement the new Credit Monitoring framework after this was presented to its Executive Commission.

Trading the differences in expectations between the CDS and bond markets

This paper uses the framework developed by Vrugt (2010) to extract the recovery rate and term-structure of risk-neutral default probabilities implied in the cross-section of Portuguese sovereign bonds outstanding between March and August 2011. During this period the expectations on the recovery rate remain firmly anchored around 50 percent while the instantaneous default probability increases steadily from 6 to above 30 percent. These parameters are then used to calculate the fair-value of a 5-year and 10- year CDS contract. A credit-risk-neutral strategy is developed from the difference between the market price of a CDS of the same tenors and the fair-value calculated, yielding a sharpe ratio of 3.2

Cross sectional default probabilities in european corporate bonds

This study attempts to identify basis-trading opportunities in the European banking sector by comparing two different measures for the market’s assessment of risk: market-observed CDS spreads and model-implied Z-spreads. Using a sample of 10 banks, over a period of 3 years following the European banking crisis, it can be concluded that there were arbitrage opportunities in the sector, as evidenced by the derived negative bases.

Testing for volatility persistence change: The effect of the credit crisis on the Portuguese banks

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

Credit cycle identification: A Markov-switching application

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

Market risk charge of the trading book: a comparison of the Basel II and Basel III

This paper aims to investigate if the market capital charge of the trading book increased in Basel III compared to Basel II. I showed that the capital charge rises by 232% and 182% under the standardized and internal model, respectively. The varying liquidity horizons, the calibration to a stress period, the introduction of credit spread risk, the restrictions on correlations across risk categories and the incremental default charge boost Basel III requirements. Nevertheless, the impact of Expected shortfall at 97.5% is low and long term shocks decrease the charge. The standardized approach presents advantages and disadvantages relative to internal models.

Fx swaps and outright forward validation

UNL - NSBE

O crédito bancário

The aim of the present dissertation is the analysis of the regime established by Decree-Law No. 227/2012 of 25 October. Reflecting on the referred regime, as a measure to prevent and manage situations of failure to meet the obligations assumed by consumers, the study focuses on the plan of action for debt risk and the extrajudicial procedure to regularize situations of default. The main point is to analyze the purpose and the scope of the regime, and to discuss some key-concepts relevant to its application. In addition, another two figures presented in the regime of Decree-Law No. 227/2012 are considered, namely: the Credit Mediator and the Extrajudicial Network for Bank Clients Support, making reference to their role and the scope of their intervention. Finally, along the work on the present Decree-Law, the some international practices are also analyzed, making reference to the problem of financial illiteracy, and mentioning three foreign examples regarding the adopted solutions to the problem of different legal systems, with reference to consumers’ over-indebtedness.

O incumprimento do contrato de crédito ao consumo pelo consumidor

Consumer relations, established between the Consumer and the Creditor, which carry a consequent inequality of contractual positioning between the parties, have been pushing the legislator to adopt more rigid regulations with regard to lending for the purchase of goods or services of consum issues. In this sense, the Decree-Law 359/91 was approved, meanwhile repealed by the Decree-Law 133/2009, which regulates the consumer credit agreement’s regime in the portuguese legal system. Through this contract, the financier makes available to the consumer a certain amount of money, which the consumer must repay, plus the respective remuneration (interest) and other charges, according to a refund plan agreed by the parties. The consumer will be in delay if he breaches this stipulation. In case of default, the creditor, notwithstanding, can choose to wait for the performance by the debtor, promote the loss of benefit of the term or the termination of the contract. From the outset it would seem that, in one way or another, the financier, by imposing a forced shortening of the contract duration initially agreed, will lose the right to remuneration for the provision of capital agreed, but not verified. Nevertheless, unlike presently, the previous regime allowed the parties to rule otherwise, being permitted to agree to the payment of interest of outstanding installments. On the other hand, in the consumer credit contract the principle of freedom of contractual provision of the parties is strongly mitigated by the special legislation, which prevents the waiver of rights by the consumer, and by the regime of general contractual terms, which restricts the freedom of the financier to stipulate the contractual content freely and the freedom of the consumer to negotiate. For all these reasons, associated with the growing need of credit resource to satisfy their needs of consumption, it is confirm the relevance of legislative intervention on consumers protection in the context of hiring credit.

O incumprimento do contrato de crédito ao consumo pelo consumidor

Consumer relations, established between the Consumer and the Creditor, which carry a consequent inequality of contractual positioning between the parties, have been pushing the legislator to adopt more rigid regulations with regard to lending for the purchase of goods or services of consum issues. In this sense, the Decree-Law 359/91 was approved, meanwhile repealed by the Decree-Law 133/2009, which regulates the consumer credit agreement’s regime in the portuguese legal system. Through this contract, the financier makes available to the consumer a certain amount of money, which the consumer must repay, plus the respective remuneration (interest) and other charges, according to a refund plan agreed by the parties. The consumer will be in delay if he breaches this stipulation. In case of default, the creditor, notwithstanding, can choose to wait for the performance by the debtor, promote the loss of benefit of the term or the termination of the contract. From the outset it would seem that, in one way or another, the financier, by imposing a forced shortening of the contract duration initially agreed, will lose the right to remuneration for the provision of capital agreed, but not verified. Nevertheless, unlike presently, the previous regime allowed the parties to rule otherwise, being permitted to agree to the payment of interest of outstanding installments. On the other hand, in the consumer credit contract the principle of freedom of contractual provision of the parties is strongly mitigated by the special legislation, which prevents the waiver of rights by the consumer, and by the regime of general contractual terms, which restricts the freedom of the financier to stipulate the contractual content freely and the freedom of the consumer to negotiate. For all these reasons, associated with the growing need of credit resource to satisfy their needs of consumption, it is confirm the relevance of legislative intervention on consumers protection in the context of hiring credit.

The impact of credit conditions on market liquidity – a case for European stock markets

The recent financial crisis has drawn the attention of researchers and regulators to the importance of liquidity for stock market stability and efficiency. The ability of market-makers and investors to provide liquidity is constrained by the willingness of financial institutions to supply funding capital. This paper sheds light on the liquidity linkages between the Central Bank, Monetary Financial Institutions and market-makers as crucial elements to the well-functioning of markets. Results suggest the existence of causality between credit conditions and stock market liquidity for the Eurozone between 2003 and 2015. Similar evidence is found for the UK during the post-crisis period. Keywords: stock

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.

Monte Carlo valuation of worst-of auto-callable equity swaps

This thesis proposes a Monte Carlo valuation method for Worst-of Auto-callable equity swaps. The valuation of this type of swap usually requires complex numerical methods which are implemented in “black-box” valuation systems. The method proposed is an alternative benchmark tool that is relatively simple to implement and customize. The performance of the method was evaluated according to the variance and bias of the output and to the accuracy when compared to a leading valuation system in the market.