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Estrategias Cuantitativas De Valor Y Retornos Por Accion De Largo

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  • Fernando Rubio

    (FERNCAPITAL S.A.)

Abstract

Se intenta en esta investigación generar estrategias de inversión cuantitativas basadas principalmente en el análisis fundamental desarrollado por Graham y Dodd (1934). Mientras existe cierto consenso que dichas estrategias pueden generar retornos satisfactorios, existe dificultad en explicar la razón de dichos retornos. Se postula aquí, que dichos retornos están relacionados, al menos en parte, al flujo de resultados de las compañías. En lo global, se utiliza una muestra con información de las más importantes empresas que componen el mercado de Canadá, España, Europa, USA y Gran Bretaña. Se utiliza la metodología estándar aplicada por Fama y French (1992) y Lakonishok, Shleifer y Vishny (1994). Dicha metodología consiste en realizar, primero, una simulación histórica de las estrategias de inversión; para luego, realizar pruebas estadísticas basadas en análisis de regresión con mínimos cuadrados ordinarios. Los resultados muestran que, en resumen, según la evidencia empírica obtenida, al parecer mientras mayor sea el valor libro o el resultado por acción en relación al precio y mientras menor sea dicho precio, existirá un mayor potencial de retorno futuro de la acción. Se confirmaría en consecuencia la estrategia genérica de inversión propuesta por Graham y Dodd (1934). Finalmente, cuando se introduce el riesgo y los efectos tamaño y ratio BM, se concluye que la estrategia más robusta es comprar acciones de menor precio y con la mayor diferencia entre dicho precio y el resultado contable por acción del último año. Sin embargo, no debe descartarse que los hallazgos sean producto de data mining. Nota: se indica mas informacion bibliografica que la reportada.

Suggested Citation

  • Fernando Rubio, 2005. "Estrategias Cuantitativas De Valor Y Retornos Por Accion De Largo," Finance 0503029, University Library of Munich, Germany.
  • Handle: RePEc:wpa:wuwpfi:0503029
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    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. De Long, J Bradford, et al, 1990. "Positive Feedback Investment Strategies and Destabilizing Rational Speculation," Journal of Finance, American Finance Association, vol. 45(2), pages 379-395, June.
    3. Chan, Louis K C & Hamao, Yasushi & Lakonishok, Josef, 1991. "Fundamentals and Stock Returns in Japan," Journal of Finance, American Finance Association, vol. 46(5), pages 1739-1764, December.
    4. Ray Ball & Philip Brown & R. R. Officer, 1976. "Asset Pricing in the Australian Industrial Equity Market," Australian Journal of Management, Australian School of Business, vol. 1(1), pages 1-32, April.
    5. Francis, Jack Clark & Fabozzi, Frank J., 1979. "The Effects of Changing Macroeconomic Conditions on the Parameters of the Single Index Market Model," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 14(2), pages 351-360, June.
    6. Campbell, J.Y. & Shiller, R.J., 1988. "Stock Prices, Earnings And Expected Dividends," Papers 334, Princeton, Department of Economics - Econometric Research Program.
    7. Bernard, Victor L. & Thomas, Jacob K., 1990. "Evidence that stock prices do not fully reflect the implications of current earnings for future earnings," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 305-340, December.
    8. repec:bla:jfinan:v:43:y:1988:i:2:p:309-25 is not listed on IDEAS
    9. Basu, Sanjoy, 1983. "The relationship between earnings' yield, market value and return for NYSE common stocks : Further evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 129-156, June.
    10. Bernard, Vl & Thomas, Jk, 1989. "Post-Earnings-Announcement Drift - Delayed Price Response Or Risk Premium," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 1-36.
    11. Defeo, Vj, 1986. "An Empirical-Investigation Of The Speed Of The Market Reaction To Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 24(2), pages 349-363.
    12. Aharony, Joseph & Swary, Itzhak, 1980. "Qtrly Dividend and Earnings Announcements and Stockholders' Returns: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 35(1), pages 1-12, March.
    13. Barro, Robert J, 1990. "The Stock Market and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 115-131.
    14. Clark, Robert A & McConnell, John J & Singh, Manoj, 1992. "Seasonalities in NYSE Bid-Ask Spreads and Stock Returns in January," Journal of Finance, American Finance Association, vol. 47(5), pages 1999-2014, December.
    15. Bhattacharya, Mihir, 1983. "Transactions data tests of efficiency of the Chicago board options exchange," Journal of Financial Economics, Elsevier, vol. 12(2), pages 161-185, August.
    16. John Y. Campbell & Robert J. Shiller, 2001. "Valuation Ratios and the Long-Run Stock Market Outlook: An Update," NBER Working Papers 8221, National Bureau of Economic Research, Inc.
    17. Abarbanell, Jeffery S., 1991. "Do analysts' earnings forecasts incorporate information in prior stock price changes?," Journal of Accounting and Economics, Elsevier, vol. 14(2), pages 147-165, June.
    18. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    19. Ball, Ray & Kothari, S. P., 1989. "Nonstationary expected returns : Implications for tests of market efficiency and serial correlation in returns," Journal of Financial Economics, Elsevier, vol. 25(1), pages 51-74, November.
    20. Campbell, John Y., 1987. "Stock returns and the term structure," Journal of Financial Economics, Elsevier, vol. 18(2), pages 373-399, June.
    21. David M. Cutler & James M. Poterba & Lawrence H. Summers, 1991. "Speculative Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 529-546.
    22. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    23. Blume, Marshall E & Friend, Irwin, 1973. "A New Look at the Capital Asset Pricing Model," Journal of Finance, American Finance Association, vol. 28(1), pages 19-33, March.
    24. Davis, James L, 1994. "The Cross-Section of Realized Stock Returns: The Pre-COMPUSTAT Evidence," Journal of Finance, American Finance Association, vol. 49(5), pages 1579-1593, December.
    25. Fabozzi, Frank J & Francis, Jack Clark, 1977. "Stability Tests for Alphas and Betas over Bull and Bear Market Conditions," Journal of Finance, American Finance Association, vol. 32(4), pages 1093-1099, September.
    26. repec:bla:jfinan:v:53:y:1998:i:6:p:1839-1885 is not listed on IDEAS
    27. Easton, Peter D. & Harris, Trevor S. & Ohlson, James A., 1992. "Aggregate accounting earnings can explain most of security returns : The case of long return intervals," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 119-142, August.
    28. Ron Bird & Helen Chin & Michael McCrae, 1983. "The Performance of Australian Superannuation Funds," Australian Journal of Management, Australian School of Business, vol. 8(1), pages 49-69, June.
    29. Foster, F Douglas & Smith, Tom & Whaley, Robert E, 1997. "Assessing Goodness-of-Fit of Asset Pricing Models: The Distribution of the Maximal R-Squared," Journal of Finance, American Finance Association, vol. 52(2), pages 591-607, June.
    30. 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.
    31. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    32. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    33. Bhardwaj, Ravinder K & Brooks, LeRoy D, 1992. "The January Anomaly: Effects of Low Share Price, Transaction Costs, and Bid-Ask Bias," Journal of Finance, American Finance Association, vol. 47(2), pages 553-575, June.
    34. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    35. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    36. Ball, Ray & Kothari, S. P. & Shanken, Jay, 1995. "Problems in measuring portfolio performance An application to contrarian investment strategies," Journal of Financial Economics, Elsevier, vol. 38(1), pages 79-107, May.
    37. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    38. repec:bla:jfinan:v:43:y:1988:i:3:p:661-76 is not listed on IDEAS
    39. Cumby, Robert E. & Modest, David M., 1987. "Testing for market timing ability : A framework for forecast evaluation," Journal of Financial Economics, Elsevier, vol. 19(1), pages 169-189, September.
    40. Brown, Stephen J & Weinstein, Mark I, 1983. "A New Approach to Testing Asset Pricing Models: The Bilinear Paradigm," Journal of Finance, American Finance Association, vol. 38(3), pages 711-743, June.
    41. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    42. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    43. Banz, Rolf W & Breen, William J, 1986. "Sample-Dependent Results Using Accounting and Market Data: Some Evidence," Journal of Finance, American Finance Association, vol. 41(4), pages 779-793, September.
    44. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    45. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    46. Biddle, Gc & Ricks, We, 1988. "Analyst Forecast Errors And Stock-Price Behavior Near The Earnings Announcement Dates Of Lifo Adopters," Journal of Accounting Research, Wiley Blackwell, vol. 26(2), pages 169-194.
    47. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    48. Chan, Louis K. C. & Karceski, Jason & Lakonishok, Josef, 1998. "The Risk and Return from Factors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 33(2), pages 159-188, June.
    49. Chen, Nai-fu, 1983. "Some Empirical Tests of the Theory of Arbitrage Pricing," Journal of Finance, American Finance Association, vol. 38(5), pages 1393-1414, December.
    50. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    51. Basu, S, 1977. "Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis," Journal of Finance, American Finance Association, vol. 32(3), pages 663-682, June.
    52. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    53. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    54. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    55. Chan, K C & Chen, Nai-Fu, 1991. "Structural and Return Characteristics of Small and Large Firms," Journal of Finance, American Finance Association, vol. 46(4), pages 1467-1484, September.
    56. Chan, Louis K. C. & Lakonishok, Josef, 1993. "Institutional trades and intraday stock price behavior," Journal of Financial Economics, Elsevier, vol. 33(2), pages 173-199, April.
    57. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    58. Chan, Louis K. C. & Jegadeesh, Narasimhan & Lakonishok, Josef, 1995. "Evaluating the performance of value versus glamour stocks The impact of selection bias," Journal of Financial Economics, Elsevier, vol. 38(3), pages 269-296, July.
    59. Eugene F. Fama, 1963. "Mandelbrot and the Stable Paretian Hypothesis," The Journal of Business, University of Chicago Press, vol. 36, pages 420-420.
    60. Chen, Nai-Fu, 1991. "Financial Investment Opportunities and the Macroeconomy," Journal of Finance, American Finance Association, vol. 46(2), pages 529-554, June.
    61. Chan, Louis K C & Jegadeesh, Narasimhan & Lakonishok, Josef, 1996. "Momentum Strategies," Journal of Finance, American Finance Association, vol. 51(5), pages 1681-1713, December.
    62. Chan, K. C. & Chen, Nai-fu & Hsieh, David A., 1985. "An exploratory investigation of the firm size effect," Journal of Financial Economics, Elsevier, vol. 14(3), pages 451-471, September.
    63. Balvers, Ronald J & Cosimano, Thomas F & McDonald, Bill, 1990. "Predicting Stock Returns in an Efficient Market," Journal of Finance, American Finance Association, vol. 45(4), pages 1109-1128, September.
    64. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
    65. Blume, Marshall E, 1971. "On the Assessment of Risk," Journal of Finance, American Finance Association, vol. 26(1), pages 1-10, March.
    66. Beneish, Messod D & Whaley, Robert E, 1996. "An Anatomy of the "S&P Game": The Effects of Changing the Rules," Journal of Finance, American Finance Association, vol. 51(5), pages 1909-1930, December.
    67. Claessens, Stijn & Dasgupta, Susmita & Glen, Jack, 1995. "The cross-section of stock returns : evidence from emerging markets," Policy Research Working Paper Series 1505, The World Bank.
    68. Dimson, Elroy & Marsh, Paul R, 1984. "An Analysis of Brokers' and Analysts' Unpublished Forecasts of UK Stock Returns," Journal of Finance, American Finance Association, vol. 39(5), pages 1257-1292, December.
    69. Begoña Basarrate Urizar & Gonzalo Rubio, 1990. "A note on the seasonality in the risk-return relationship," Investigaciones Economicas, Fundación SEPI, vol. 14(2), pages 311-318, May.
    70. Chan, K C, 1988. "On the Contrarian Investment Strategy," The Journal of Business, University of Chicago Press, vol. 61(2), pages 147-163, April.
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