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Common Factors and Causality in the Dynamics of Implied Volatility Surfaces: Evidence from the FX OTC Market

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  • Chalamandaris, Georgios
  • Tsekrekos, Andrianos E.

Abstract

In this paper we explore the dynamics of implied volatility surfaces (IVS) both in a single-currency framework and in the context of a global integrated market. We construct a parametric function of “moneyness” and “time-to-maturity” factors that correspond to common shapes of IVS with evident financial intuition. In the first part of the paper, we analyze the time series properties of the estimated factor loadings coefficients, and at the same time the intuition behind the derived associations between them. The second part of the paper explores the interaction between IVS of different currency pairs in two stages. In the first stage, shape transmission between IVS is examined, using simple linear causality tests. We answer the question of whether certain shapes in one currency are transmitted to another. The second stage involves an exploratory factor analysis to uncover latent common factors, across all currencies, which explain part of IVS variability. Our results uncover large idiosyncratic components in the emerging markets’ IVS and dominant common factors that explain most of the variability in the main European currencies.

Suggested Citation

  • Chalamandaris, Georgios & Tsekrekos, Andrianos E., 2009. "Common Factors and Causality in the Dynamics of Implied Volatility Surfaces: Evidence from the FX OTC Market," The Journal of Economic Asymmetries, Elsevier, vol. 6(1), pages 49-74.
    • Handle: RePEc:eee:joecas:v:6:y:2009:i:1:p:49-74
    DOI: 10.1016/j.jeca.2009.01.005
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    2. Echaust, Krzysztof, 2021. "Asymmetric tail dependence between stock market returns and implied volatility," The Journal of Economic Asymmetries, Elsevier, vol. 23(C).

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    More about this item

    Keywords

    C22; F31; F37; G13; Implied volatility surfaces; Currency options; Factor model; Causality;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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