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Estimação não-paramétrica do risco de cauda

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Listed:
  • Caio Ibsen Rodrigues Almeida
  • José Valentim Machado Vicente
  • Osmani Texeira de Carvalho Guillen

Abstract

Forecasting financial crises has enormous practical importance. In this paper we propose a new measure of risk of extreme loss using data of a cross-section of asset prices. This measure presents as practical advantage the fact that it does not depend on the existence of a liquid market of options. Our results show that our risk measure has significant predictive power of the market return one month ahead and the consumption one quarterly ahead.

Suggested Citation

  • Caio Ibsen Rodrigues Almeida & José Valentim Machado Vicente & Osmani Texeira de Carvalho Guillen, 2013. "Estimação não-paramétrica do risco de cauda," Working Papers Series 311, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:311
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    File URL: https://www.bcb.gov.br/content/publicacoes/WorkingPaperSeries/TD311.pdf
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