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A Non-Parametric Option Pricing Model: Theory and Empirical Evidence

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  • Ren-Raw Chen
  • Oded Palmon

Abstract

In this paper, we propose an empirically-based, non-parametric option pricing model to evaluate S&P 500 index options. Given the fact that the model is derived under the real measure, an equilibrium asset pricing model, instead of no-arbitrage, must be assumed. Using the histogram of past S&P 500 index returns, we find that most of the volatility smile documented in the literature disappears. Copyright Springer Science + Business Media, Inc. 2005

Suggested Citation

  • Ren-Raw Chen & Oded Palmon, 2005. "A Non-Parametric Option Pricing Model: Theory and Empirical Evidence," Review of Quantitative Finance and Accounting, Springer, vol. 24(2), pages 115-134, January.
    • Handle: RePEc:kap:rqfnac:v:24:y:2005:i:2:p:115-134
    DOI: 10.1007/s11156-005-6333-2
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    Cited by:

    1. Cayton, Peter Julian & Ho, Kin-Yip, 2015. "A Nonparametric Option Pricing Model Using Higher Moments," MPRA Paper 79134, University Library of Munich, Germany.
    2. Cheng Few Lee & Yibing Chen & John Lee, 2020. "Alternative Methods to Derive Option Pricing Models: Review and Comparison," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 102, pages 3573-3617, World Scientific Publishing Co. Pte. Ltd..
    3. Gurdip Bakshi & Charles Cao & Zhaodong (Ken) Zhong, 2021. "Assessing models of individual equity option prices," Review of Quantitative Finance and Accounting, Springer, vol. 57(1), pages 1-28, July.

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