Exploratory semiparametric analysis of two-dimensional diffusions in finance

We examine bivariate extensions of Aït-Sahalia’s approach to the estimation of univariate diffusions. Our message is that extending his idea to a bivariate setting is not straightforward. In higher dimensions, as opposed to the univariate case, the elements of the Itô and Fokker-Planck representations do not coincide; and, even imposing sensible assumptions on the marginal drifts and volatilities is not sufficient to obtain direct generalisations. We develop exploratory estimation and testing procedures, by parametrizing the drifts of both component processes and setting restrictions on the terms of either the Itô or the Fokker-Planck covariance matrices. This may lead to highly nonlinear ordinary differential equations, where the definition of boundary conditions is crucial. For the methods developed, the Fokker-Planck representation seems more tractable than the Itô’s. Questions for further research include the design of regularity conditions on the time series dependence in the data, the kernels actually used and the bandwidths, to obtain asymptotic properties for the estimators proposed. A particular case seems promising: “causal bivariate models” in which only one of the diffusions contributes to the volatility of the other. Hedging strategies which estimate separately the univariate diffusions at stake may thus be improved.

We're Chained: an analysis of systemic risk in finance

This dissertation presents two papers on how to deal with simple systemic risk measures to assess portfolio risk characteristics. The first paper deals with the Granger-causation of systemic risk indicators based in correlation matrices in stock returns. Special focus is devoted to the Eigenvalue Entropy as some previous literature indicated strong re- sults, but not considering different macroeconomic scenarios; the Index Cohesion Force and the Absorption Ratio are also considered. Considering the S&P500, there is not ev- idence of Granger-causation from Eigenvalue Entropies and the Index Cohesion Force. The Absorption Ratio Granger-caused both the S&P500 and the VIX index, being the only simple measure that passed this test. The second paper develops this measure to capture the regimes underlying the American stock market. New indicators are built using filtering and random matrix theory. The returns of the S&P500 is modelled as a mixture of normal distributions. The activation of each normal distribution is governed by a Markov chain with the transition probabilities being a function of the indicators. The model shows that using a Herfindahl-Hirschman Index of the normalized eigenval- ues exhibits best fit to the returns from 1998-2013.

Essays on international finance, default and inflation

This thesis is composed by three papers, each one of them corresponding to one chapter. The first and the second chapters are essays on international finance appraising default and inflation as equilibrium outcomes for crisis time, in particular, for confidence crisis time that leads to speculative attack on the external public debt issued by emerging economies. With this background in mind, welfare effects from adopting common currency (chapter 1) and welfare effects from increasing the degree of economic openness (chapter 2) are analyzed in numerical exercises, based on DSGE framework. Cross-countries results obtained are then presented to be compared with empirical evidence and to help on understanding past policy decisions. Some policy prescriptions are also suggested. In the third chapter we look to the inflation targeting regime applied to emerging economies that are subject to adverse shocks, like the external debt crisis presented in the previous chapters. Based on a more theoretical approach, we appraise how pre commitment framework should be used to coordinate expectations when policymaker announcement has no full credibility and self fulfilling inflation may be possible.

Inglorious revolution : sovereign debt, tropical credibility, and financial underdevelopment in imperial Brazil

In 1824 the creation of institutions that constrained the monarch’s ability to unilaterally tax, spend, and debase the currency put Brazil on a path toward a revolution in public finance, roughly analogous to the financial consequences of England’s Glorious Revolution. This credible commitment to honor sovereign debt resulted in successful long-term funded borrowing at home and abroad from the 1820s through the 1880s that was unrivalled in Latin America. Some domestic bonds, denominated in the home currency and bearing exchange clauses, eventually circulated in European financial markets. The share of total debt accounted for by long-term funded issues grew, and domestic debt came to dominate foreign debt. Sovereign debt yields fell over time in London and Rio de Janeiro, and the cost of new borrowing declined on average. The market’s assessment of the probability of default tended to decrease. Imperial Brazil enjoyed favorable conditions for borrowing, and escaped the strong form of “original sin” stressed by recent work on sovereign debt. The development of vibrant private financial markets did not, however, follow from the enhanced credibility of government debt. Private finance in Imperial Brazil suffered from politicized market interventions that undermined the development of domestic capital markets. Private interest rates remained high, entry into commercial banking was heavily restricted, and limited-liability joint-stock companies were tightly controlled. The Brazilian case provides a powerful counterexample to the general proposition of North and Weingast that institutional changes that credibly commit the government to honor its obligations necessarily promote the development of private finance. The very institutions that enhanced the credibility of sovereign debt permitted the systematic repression of private financial development. In terms of its consequences for domestic capital markets, the liberal Constitution of 1824 represented an “inglorious” revolution.

Female senior managers in the Brazilian finance industry: a journey towards success

No nível global, a representação de líderes de sexo feminino nas empresas muitas vezes ainda se dá em números baixos em termos de percentagem. Particularmente em finanças, esses registros estão abaixo da média da indústria, e a forte concorrência e o ambiente de trabalho dominado pelos homens tornam difícil para as mulheres atingir o topo da pirâmide corporativa (Torres et al., 2013; OECD Better Life Index 2015). Isto pode ser devido a uma falta de equilíbrio trabalho-vida, diferentes estilos de liderança, as mulheres sendo intimidadas, ou a conformidade com estruturas familiares convencionalmente englobadas. No Brasil, os códigos de comportamento tradicionais são muito palpáveis na sociedade do país, embora esta também tenha se beneficiado de uma forte presença de movimentos feministas na segunda metade do século passado (Tate and Yang, 2015; Bowles et al. 2007; Niederle and Vesterlund, 2007). Nos últimos anos, o setor financeiro brasileiro tem crescido, oferecendo maiores oportunidades de emprego e desenvolvimento de carreira nas corporações nacionais e internacionais (Chiang et al., 2013; Bruschini, 2007). Esta dissertação aborda os desafios enfrentados por líderes de sexo feminino do mercado financeiro brasileiro e as suas trajetórias de carreira. Este objetivo será atingido por meio de uma análise de mídia social, focando nos anos de experiência de trabalho das mulheres analisadas, a posição atual delas e se elas têm filhos, bem como com 10 entrevistas semiestruturadas realizadas com executivas no setor financeiro no Brasil. Estas medidas irão abranger lacunas na literatura e consequentes recomendações para pesquisas futuras.