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An overview of probabilistic and time series models in finance

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  • Balbás, Alejandro
  • Romera, Rosario
  • Ruiz Ortega, Esther

Abstract

In this paper, we partially review probabilistic and time series models in finance. Both discrete and continuous .time models are described. The characterization of the No- Arbitrage paradigm is extensively studied in several financial market contexts. As the probabilistic models become more and more complex to be realistic, the Econometrics needed to estimate them are more difficult. Consequently, there is still much research to be done on the link between probabilistic and time series models.

Suggested Citation

  • Balbás, Alejandro & Romera, Rosario & Ruiz Ortega, Esther, 2003. "An overview of probabilistic and time series models in finance," DES - Working Papers. Statistics and Econometrics. WS ws032405, Universidad Carlos III de Madrid. Departamento de Estadística.
    • Handle: RePEc:cte:wsrepe:ws032405
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