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Non-Parametric and Semi-Parametric Asset Pricing: An Application to the Colombian Stock Exchange

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  • José Eduardo Gómez-González
  • Elioth Mirsha Sanabria-Buenaventura

Abstract

We estimate a non-parametrical Capital Asset Pricing Model (CAPM) and find strong evidence rejecting the classical linear CAPM. Furthermore, we find inconsistent linear betas for a series of stocks in the Colombian stock exchange (BVC), supporting the hypothesis of a better and consistent fitting of non-parametrical versions of the CAPM.

Suggested Citation

  • José Eduardo Gómez-González & Elioth Mirsha Sanabria-Buenaventura, 2012. "Non-Parametric and Semi-Parametric Asset Pricing: An Application to the Colombian Stock Exchange," Borradores de Economia 9384, Banco de la Republica.
    • Handle: RePEc:col:000094:009384
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    References listed on IDEAS

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    Cited by:

    1. Luz M. Gómez & Rogério F. Porto & Pedro A. Morettin, 2021. "Nonparametric regression with warped wavelets and strong mixing processes," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 73(6), pages 1203-1228, December.

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    More about this item

    Keywords

    CAPM; Non-parametrics; Kernel estimation; bootstrapping; SML.;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General

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