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Option prices and model-free measurement of implied herd behavior in stock markets

Author

Listed:
  • Daniël Linders
  • Jan Dhaene
  • Wim Schoutens

Abstract

In this paper, we introduce two classes of indices which can be used to measure the market perception concerning the degree of dependency that exists between a set of random variables, representing different stock prices at a fi xed future date. The construction of these measures is based on the theory of comonotonicity. Both types of herd behavior indices are model-free and risk-neutral, derived from available option data. Depending on its particular de finition, each index represents a particular aspect of the market sentiment concerning future co-movement of the underlying stock prices.

Suggested Citation

  • Daniël Linders & Jan Dhaene & Wim Schoutens, 2015. "Option prices and model-free measurement of implied herd behavior in stock markets," Working Papers Department of Accountancy, Finance and Insurance (AFI), Leuven 485228, KU Leuven, Faculty of Economics and Business (FEB), Department of Accountancy, Finance and Insurance (AFI), Leuven.
  • Handle: RePEc:ete:afiper:485228
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    Cited by:

    1. is not listed on IDEAS
    2. Lee Woojoo & Ahn Jae Youn, 2017. "Measuring herd behavior: properties and pitfalls," Dependence Modeling, De Gruyter, vol. 5(1), pages 316-329, December.

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    JEL classification:

    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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