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Valuation of Latin-American stock prices with alternative versions of the Ohlson model: An investigation of cointegration relationships with time-series and panel-data

Author

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  • Duran-Vazquez, Rocio
  • Lorenzo-Valdes, Arturo
  • Ruiz-Porras, Antonio

Abstract

We develop an investigation regarding the determinants of the stock prices in six Latin American emerging markets (Argentina, Brazil, Chile, Colombia, Mexico and Peru). We test the traditional Ohlson model and an international version of it. The international model includes the Dow Jones index as an additional explanatory variable. We use time-series and panel-data cointegration methodologies to assess the long-run relationships among the variables postulated by both models. We use quarterly data for the period 2000:01-2010:03. The results suggest that panel-data techniques may be better than time-series ones for the assessments. They support the use of the Ohlson models and, specially, the international one. The variables are significant and have the postulated signs. These results hold when the firms are considered as a whole and for the commercial and construction firms. Furthermore, the results also suggest that the Latin American asset prices are complementary to the US ones in the long run.

Suggested Citation

  • Duran-Vazquez, Rocio & Lorenzo-Valdes, Arturo & Ruiz-Porras, Antonio, 2011. "Valuation of Latin-American stock prices with alternative versions of the Ohlson model: An investigation of cointegration relationships with time-series and panel-data," MPRA Paper 32043, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:32043
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    File URL: https://mpra.ub.uni-muenchen.de/32043/1/MPRA_paper_32043.pdf
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    References listed on IDEAS

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    1. Erik Hjalmarsson & Pär Österholm, 2010. "Testing for cointegration using the Johansen methodology when variables are near-integrated: size distortions and partial remedies," Empirical Economics, Springer, vol. 39(1), pages 51-76, August.
    2. repec:bbz:fcpbbr:v:1:y:2004:i:2:p:136-150 is not listed on IDEAS
    3. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    4. Collins, Daniel W. & Maydew, Edward L. & Weiss, Ira S., 1997. "Changes in the value-relevance of earnings and book values over the past forty years," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 39-67, December.
    5. Kwon, Chung S. & Shin, Tai S., 1999. "Cointegration and causality between macroeconomic variables and stock market returns," Global Finance Journal, Elsevier, vol. 10(1), pages 71-81.
    6. Michael McCrae & Henrik Nilsson, 2001. "The explanatory and predictive power of different specifications of the Ohlson (1995) valuation models," European Accounting Review, Taylor & Francis Journals, vol. 10(2), pages 315-341.
    7. Lorenzo Valdés Arturo & Durán Vázquez Rocío, 2010. "Ohlson model by panel cointegration with Mexican data," Contaduría y Administración, Accounting and Management, vol. 55(3), pages 131-142, septiembr.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Duran-Vazquez, Rocio & Lorenzo-Valdes, Arturo & Ruiz-Porras, Antonio, 2013. "Un modelo GARCH con asimetria condicional autorregresiva para modelar series de tiempo: Una aplicacion para los rendimientos del Indice de Precios y Cotizaciones de la BMV
      [A GARCH model with autor
      ," MPRA Paper 46328, University Library of Munich, Germany.
    2. Duran-Vazquez, Rocio & Lorenzo-Valdes, Arturo & Ruiz-Porras, Antonio, 2011. "Valuación de acciones mexicanas mediante los modelos de Ohlson y Ohlson-Beta para firmas con ciclos de corto y largo plazos: Un análisis de cointegración
      [Valuation of Mexican stocks with the Olhso
      ," MPRA Paper 33054, University Library of Munich, Germany.
    3. Arturo Lorenzo Valdés & Rocío Durán Vázquez & Leticia Armenta Fraire, 2012. "Conditional Correlation Between Oil and Stock Market Returns: The Case of Mexico," Remef - The Mexican Journal of Economics and Finance, Instituto Mexicano de Ejecutivos de Finanzas. Remef, October.
    4. Durán-Vázquez, Rocio & Lorenzo-Valdes, Arturo & Ruiz-Porras, Antonio, 2012. "Un modelo GARCH con asimetría condicional autorregresiva para modelar series de tiempo: Una aplicación para el Indice de Precios y Cotizaciones
      [A GARCH model with autorregresive conditional asymme
      ," MPRA Paper 42548, University Library of Munich, Germany.

    More about this item

    Keywords

    Ohlson Model; Latin America; Cointegration;

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General

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