Limiarização de retornos para quantificação de riscos em mercados financeiros

Detalhes bibliográficos
Ano de defesa: 2018
Autor(a) principal: FERNANDES, Leonardo Henrique Silva lattes
Orientador(a): FERREIRA, Tiago Alessandro Espínola
Banca de defesa: CUNHA FILHO, Moacyr, LIMA, Emerson Alexandre de Oliveira, RAMOS, Francisco de Sousa, FIGUEIREDO, Pedro Hugo de
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal Rural de Pernambuco
Programa de Pós-Graduação: Programa de Pós-Graduação em Biometria e Estatística Aplicada
Departamento: Departamento de Estatística e Informática
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7255
Resumo: In this work is proposed a methodology which quantifies a posteriori the financial risk. Therefore, it was used financial time series of the daily closing prices of 12 representative stock market indices, with daily granularity over 16 years period January 02, 1995 to December 30, 2010. From the series of returns, it was possible to verify the range of market volatility in the time window analyzed, defining a typical fluctuation interval. In these fluctuations both losses and gains exist, the real losses being defined as the return below a certain threshold and the real gains as the returns above this same threshold. Therefore, this threshold can be understood as the market’s cost. In this view, at such a threshold the real losses and the real gains are in equality, that is, the profit is zero and reflects the balance of the process. Thus, risk was defined as the difference between real losses and real gains for a given market cost value. In addition, given the cumulative distributions of real losses and real gains it was developed a functional form for the adjustments of such distributions. Thus, it was possible to calculate the expected risk for market cost intervals.