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Procesos Poisson-Gaussianos para el Análisis de Rendimientos en el Mercado Accionarial en México

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Listed:
  • NÚÑEZ MORA, J. Antonio

    () (Departamento de Contabilidad y Finanzas, TECNOLÓGICO DE MONTERREY, Campus Ciudad de México)

  • SEGUNDO VALDÉS, Alejandro

    (Departamento de Economía, UNIVERSIDAD AUTÓNOMA METROPOLITANA, Unidad Azcapotzalco)

  • DE LA CRUZ GALLEGOS, J. Luis

    (Departamento de Finanzas y Economía, TECNOLÓGICO DE MONTERREY, Campus Estado de México)

Abstract

In the financial and economic research, it is known that several financial variables, like returns, can move in a discontinuous manner. This paper proposes and estimates Poisson Gaussian jump and ARCH processes in returns for a set of equities in the Mexican Stock Market. To get the log likelihood, we applied an approximation developed by Das (1998 and 2002). We found that the jump processes capture characteristics of the Mexican data of several equities which would not be captured by diffusion models. En la investigación de finanzas y economía es ampliamente reconocido que variables como los rendimientos pueden presentar comportamientos discontinuos. En este sentido, el presente artículo realiza la estimación de los rendimientos para un grupo de acciones pertenecientes a la Bolsa Mexicana de Valores, utilizando para ello procesos de saltos Poisson-Gaussianos y de tipo ARCH, y empleando la aproximación de Das (1998 y 2002) para generar una función de verosimilitud que asegure una estimación robusta. Con base a la metodología planteada, se encuentra que los procesos con saltos capturan características de los datos mexicanos que no siempre son obtenidos mediante la aplicación de los modelos de difusión

Suggested Citation

  • NÚÑEZ MORA, J. Antonio & SEGUNDO VALDÉS, Alejandro & DE LA CRUZ GALLEGOS, J. Luis, 2008. "Procesos Poisson-Gaussianos para el Análisis de Rendimientos en el Mercado Accionarial en México," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 26, pages 1-15, Agosto.
  • Handle: RePEc:lrk:eeaart:26_2_13
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    References listed on IDEAS

    as
    1. Angel de la Fuente & Juan Francisco Jimeno, 2004. "The private and fiscal returns to schooling and the effect of public policies on private incentives to invest in education: a general framework and some results for the EU," Working Papers 152, Barcelona Graduate School of Economics.
    2. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    3. John M. Barron & Dan A. Black & Mark A. Loewenstein, 1993. "Gender Differences in Training, Capital, and Wages," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 343-364.
    4. repec:dau:papers:123456789/10045 is not listed on IDEAS
    5. Loewenstein, Mark A & Spletzer, James R, 1998. "Dividing the Costs and Returns to General Training," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 142-171, January.
    6. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
    7. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2004. "Training in Europe," Journal of the European Economic Association, MIT Press, pages 346-360.
    8. Wim Groot & Joop Hartog & Hessel Oosterbeek, 1994. "Returns to Within-Company Schooling of Employees: The Case of the Netherlands," NBER Chapters,in: Training and the Private Sector: International Comparisons, pages 299-308 National Bureau of Economic Research, Inc.
    9. Levine, David I, 1993. "Worth Waiting For? Delayed Compensation, Training, and Turnover in the United States and Japan," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 724-752, October.
    10. James N. Brown, 1983. "Are Those Paid More Really No More Productive? Measuring the Relative Importance of Tenure Versus On-The-Job Training in Explaining Wage Growth," Working Papers 549, Princeton University, Department of Economics, Industrial Relations Section..
    11. Ann P. Bartel, 1992. "Training, Wage Growth and Job Performance: Evidence From a Company Database," NBER Working Papers 4027, National Bureau of Economic Research, Inc.
    12. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "The Structure of Wages and Investment in General Training," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 539-572, June.
    13. Brunello, Giorgio, 2001. "On the Complementarity between Education and Training in Europe," IZA Discussion Papers 309, Institute for the Study of Labor (IZA).
    14. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, pages 111-134.
    15. Lynch, Lisa M, 1992. "Private-Sector Training and the Earnings of Young Workers," American Economic Review, American Economic Association, pages 299-312.
    16. Arulampalam, S.W. & Booth, A. & Elias, P., 1995. "Work-Related Training and Earnings Growth for Young Men in Britain," The Warwick Economics Research Paper Series (TWERPS) 440, University of Warwick, Department of Economics.
    17. Bartel, Ann P, 1995. "Training, Wage Growth, and Job Performance: Evidence from a Company Database," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 401-425, July.
    18. Acemoglu, Daron & Pischke, Jorn-Steffen, 1999. "Beyond Becker: Training in Imperfect Labour Markets," Economic Journal, Royal Economic Society, vol. 109(453), pages 112-142, February.
    19. Philip Trostel & Ian Walker, 2006. "Education and Work," Education Economics, Taylor & Francis Journals, pages 377-399.
    20. John M. Barron & Mark C. Berger & Dan A. Black, 1997. "On-the-Job Training," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number ojt.
    21. Booth, Alison L. & Bryan, Mark L., 2002. "Who Pays for General Training? New Evidence for British Men and Women," IZA Discussion Papers 486, Institute for the Study of Labor (IZA).
    22. Krueger, Alan & Rouse, Cecilia, 1998. "The Effect of Workplace Education on Earnings, Turnover, and Job Performance," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 61-94, January.
    23. Barth, Erling, 1997. "Firm-Specific Seniority and Wages," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 495-506, July.
    24. Wooseok Ok & Peter Tergeist, 2003. "Improving Workers' Skills: Analytical Evidence and the Role of the Social Partners," OECD Social, Employment and Migration Working Papers 10, OECD Publishing.
    25. Goux, Dominique & Maurin, Eric, 2000. "Returns to firm-provided training: evidence from French worker-firm matched data1," Labour Economics, Elsevier, vol. 7(1), pages 1-19, January.
    26. Vieira, Jose A. C., 1999. "Returns to education in Portugal," Labour Economics, Elsevier, vol. 6(4), pages 535-541, November.
    27. Eve Caroli & Jérôme Gautié, 2008. "Low wage work in France," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00266332, HAL.
    28. Alba-Ramirez, Alfonso & San Segundo, Maria Jesus, 1995. "The returns to education in Spain," Economics of Education Review, Elsevier, vol. 14(2), pages 155-166, June.
    29. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1989. "Job Matching and On-the-Job Training," Journal of Labor Economics, University of Chicago Press, vol. 7(1), pages 1-19, January.
    30. Parent, Daniel, 1999. "Wages and Mobility: The Impact of Employer-Provided Training," Journal of Labor Economics, University of Chicago Press, vol. 17(2), pages 298-317, April.
    31. Plug, Erik J. S., 2001. "Season of birth, schooling and earnings," Journal of Economic Psychology, Elsevier, vol. 22(5), pages 641-660, October.
    32. Rosen, Sherwin, 1976. "A Theory of Life Earnings," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 45-67, August.
    33. Alison L. Booth & Mark L. Bryan, 2005. "Testing Some Predictions of Human Capital Theory: New Training Evidence from Britain," The Review of Economics and Statistics, MIT Press, pages 391-394.
    34. Philip Trostel & Ian Walker, 2006. "Education and Work," Education Economics, Taylor & Francis Journals, pages 377-399.
    35. Mark A. Loewenstein & James R. Spletzer, 1999. "General and Specific Training: Evidence and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 710-733.
    36. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1987. "Employer Size: The Implications for Search, Training, Capital Investment, Starting Wages, and Wage Growth," Journal of Labor Economics, University of Chicago Press, vol. 5(1), pages 76-89, January.
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    More about this item

    Keywords

    Jumps; Diffusions; ARCH; Gaussian; yields/Saltos; Difusión; ARCH; Gaussianos; rendimientos;

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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