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Using nearest neighbour predictors to forecast the Spanish stock market

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Author Info

  • Fernando Fernandez-Rodriguez

    (Universidad de Las Palmas de G.C.)

  • Simon Sosvilla-Rivero

    (FEDEA and Universidad Complutense de Madrid)

  • Maria Dolores Garcia-Artiles

    (Universidad de Las Palmas de G.C.)

Abstract

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File URL: ftp://ftp.fundacionsepi.es/InvEcon/paperArchive/Ene1997/v21i1a4.pdf
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Bibliographic Info

Article provided by Fundación SEPI in its journal Investigaciones Economicas.

Volume (Year): 21 (1997)
Issue (Month): 1 (January)
Pages: 75-91

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Handle: RePEc:iec:inveco:v:21:y:1997:i:1:p:75-91

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Postal: Investigaciones Economicas Fundación SEPI Quintana, 2 (planta 3) 28008 Madrid Spain
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Web page: http://www.fundacionsepi.es/

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References

References listed on IDEAS
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  1. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
  2. Diebold, Francis X. & Nason, James A., 1990. "Nonparametric exchange rate prediction?," Journal of International Economics, Elsevier, vol. 28(3-4), pages 315-332, May.
  3. Phillips, P.C.B., 1986. "Testing for a Unit Root in Time Series Regression," Cahiers de recherche 8633, Universite de Montreal, Departement de sciences economiques.
  4. repec:att:wimass:9220 is not listed on IDEAS
  5. Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
  6. Newey, Whitney K & West, Kenneth D, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," Review of Economic Studies, Wiley Blackwell, vol. 61(4), pages 631-53, October.
  7. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
  8. 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.
  9. Clark, Peter K, 1973. "A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices," Econometrica, Econometric Society, vol. 41(1), pages 135-55, January.
  10. James G. MacKinnon, 2010. "Critical Values for Cointegration Tests," Working Papers 1227, Queen's University, Department of Economics.
  11. Ignacio Olmeda & Joaquin Pérez, 1995. "Non-linear dynamics and chaos in the Spanish stock market," Investigaciones Economicas, Fundación SEPI, vol. 19(2), pages 217-248, May.
  12. Hsieh, David A, 1989. "Testing for Nonlinear Dependence in Daily Foreign Exchange Rates," The Journal of Business, University of Chicago Press, vol. 62(3), pages 339-68, July.
  13. Fama, Eugene F, 1991. " Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-617, December.
  14. repec:att:wimass:9520 is not listed on IDEAS
  15. Fernando Fernandez-Rodriguez & Simon Sosvilla-Rivero Julian, 1997. "Combining information in exchange rate forecasting: evidence from the EMS," Applied Economics Letters, Taylor & Francis Journals, vol. 4(7), pages 441-444.
  16. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
  17. Scheinkman, Jose A & LeBaron, Blake, 1989. "Nonlinear Dynamics and Stock Returns," The Journal of Business, University of Chicago Press, vol. 62(3), pages 311-37, July.
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Citations

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Cited by:
  1. Fernandez-Rodriguez, Fernando & Gonzalez-Martel, Christian & Sosvilla-Rivero, Simon, 2000. "On the profitability of technical trading rules based on artificial neural networks:: Evidence from the Madrid stock market," Economics Letters, Elsevier, vol. 69(1), pages 89-94, October.
  2. Mariano Matilla-Garcia, 2006. "Are trading rules based on genetic algorithms profitable?," Applied Economics Letters, Taylor & Francis Journals, vol. 13(2), pages 123-126.
  3. Perlin, M., 2007. "M of a kind: A Multivariate Approach at Pairs Trading," MPRA Paper 8309, University Library of Munich, Germany.
  4. Nikolaos Eriotis & Dimitrios Vasiliou & Spyros Papathanasiou, 2006. "Testing Technical Anomalies in Athens Stock Exchange (ASE)," European Research Studies Journal, European Research Studies Journal, vol. 0(3-4), pages 75-90.
  5. Marcos Alvarez Díaz & Lucy Amigo Dobaño & Francisco Rodríguez de Prado, . "Taxing on Housing: A Welfare Evaluation of the Spanish Personal Income Tax," Studies on the Spanish Economy 142, FEDEA.
  6. Julián Andrada-Félix & Fernando Fernández-Rodríguez & María Dolores García-Artiles & Simón Sosvilla-Rivero, . "An Empirical Evaluation of Non-Linear Trading Rules," Working Papers 2001-16, FEDEA.
  7. Perlin, M., 2007. "Evaluation of pairs trading strategy at the Brazilian financial market," MPRA Paper 8308, University Library of Munich, Germany.
  8. Fernández-Rodríguez & Simón Sosvilla-Rivero & Julián Andrada-Félix, . "Technical analysis in the Madrid stock exchange," Studies on the Spanish Economy 23, FEDEA.
  9. Julián Andrada Félix & Fernando Fernández Rodríguez & María Dolores García Artiles, 2004. "Non-linear trading rules in the New York Stock Exchange," Documentos de trabajo conjunto ULL-ULPGC 2004-05, Facultad de Ciencias Económicas de la ULPGC.

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