Efficient Pricing and Model Calibration With Large Panels of Options.

We introduce a consistent method for pricing panels of options through time with a single simulation. The approach is particularly useful for pricing options with early exercise features and allows calibrating flexible option pricing models to large panels of such options. We showcase this by calibr...

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Publicado en:Journal of Financial Econometrics Vol. 23; no. 5; pp. 1 - 37
Autores principales: Letourneau, Pascal, Stentoft, Lars
Formato: Artículo
Publicado: Oxford University Press / USA 2025
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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      dt: 2025
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      pub: Oxford University Press / USA
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        atl: Efficient Pricing and Model Calibration With Large Panels of Options.
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        au:
          Letourneau, Pascal
          Stentoft, Lars
        affil:
          University of Wisconsin-Whitewater
          University of Western Ontario
      su:
        Computer simulation
        Calibration
        Options (Finance)
        Time-based pricing
        Market volatility
        Dynamic programming
      sug:
        subj:
          Computer simulation
          Calibration
          Options (Finance)
          Time-based pricing
          Market volatility
          Dynamic programming
      keyword:
        American options
        C15
        G12
        G13
        homogeneity
        least-squares Monte Carlo
        Markovian processes
        American options
        C15
        G12
        G13
        homogeneity
        least-squares Monte Carlo
        Markovian processes
      ab: We introduce a consistent method for pricing panels of options through time with a single simulation. The approach is particularly useful for pricing options with early exercise features and allows calibrating flexible option pricing models to large panels of such options. We showcase this by calibrating option pricing models with time-varying volatility and asymmetric features to a sample of more than 25,000 American-style options. Our method leverages the homogeneity of option prices, relies only on polynomial approximations using simulated paths, and could be applied to other problems that require estimating optimal stopping times using dynamic programming.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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