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Markov Chain Test for Time Dependence and Homogeneity: An Analytical and Empirical Evaluation

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Author Info

  • Tan, B.
  • Yilmaz, K.

Abstract

This paper presents a complete framework for testing procedure based on statistical theory of Markov chains.

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Bibliographic Info

Paper provided by Koc University in its series Papers with number 99/03.

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Length: 31 pages
Date of creation: 1999
Date of revision:
Handle: RePEc:fth:kocuni:99/03

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Postal: Koc University. Intinye 80860. Istanbul Turkey
Phone: (90+212)-338-1302
Fax: (90+212)-338-1393
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Web page: http://case.ku.edu.tr/tr/econ/home
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Keywords: TESTS ; ECONOMIC MODELS;

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References

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  1. Andrew W. Lo & A. Craig MacKinlay, 1987. "Stock Market Prices Do Not Follow Random Walks: Evidence From a Simple Specification Test," NBER Working Papers 2168, National Bureau of Economic Research, Inc.
  2. Dryden, Myles M, 1969. "Share Price Movements: A Markovian Approach," Journal of Finance, American Finance Association, vol. 24(1), pages 49-60, March.
  3. Andrew W. Lo & Craig A. MacKinlay, . "The Size and Power of the Variance Ratio Test in Finite Samples: A Monte Carlo Investigation," Rodney L. White Center for Financial Research Working Papers 28-87, Wharton School Rodney L. White Center for Financial Research.
  4. Kim, Myung Jig & Nelson, Charles R & Startz, Richard, 1991. "Mean Reversion in Stock Prices? A Reappraisal of the Empirical Evidence," Review of Economic Studies, Wiley Blackwell, vol. 58(3), pages 515-28, May.
  5. Francis X. Diebold & Celia Chen, 1993. "Testing structural stability with endogenous break point: a size comparison of analytic and bootstrap procedures," Working Papers 93-11, Federal Reserve Bank of Philadelphia.
  6. James M. Poterba & Lawrence H. Summers, 1987. "Mean Reversion in Stock Prices: Evidence and Implications," NBER Working Papers 2343, National Bureau of Economic Research, Inc.
  7. Fama, Eugene F & French, Kenneth R, 1988. "Permanent and Temporary Components of Stock Prices," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 246-73, April.
  8. McQueen, Grant & Thorley, Steven, 1991. " Are Stock Returns Predictable? A Test Using Markov Chains," Journal of Finance, American Finance Association, vol. 46(1), pages 239-63, March.
  9. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-28, April.
  10. Richardson, Matthew, 1993. "Temporary Components of Stock Prices: A Skeptic's View," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 199-207, April.
  11. Fielitz, Bruce D., 1975. "On the Stationarity of Transition Probability Matrices of Common Stocks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(02), pages 327-339, June.
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Cited by:
  1. Sumru Altug & Baris Tan & Gozde Gencer, 2011. "Cyclical Dynamics of Industrial Production and Employment: Markov Chain-based Estimates and Tests," Koç University-TUSIAD Economic Research Forum Working Papers 1101, Koc University-TUSIAD Economic Research Forum.
  2. Jurgen Essletzbichler & Kazuo Kadokawa, 2010. "The Evolution of Regional Labour Productivities in Japanese Manufacturing, 1968-2004," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1189-1205.
  3. Donald Brown & Rustam Ibragimov, 2005. "Sign Tests for Dependent Observations and Bounds for Path-Dependent Options," Yale School of Management Working Papers amz2581, Yale School of Management, revised 01 Jul 2005.
  4. Donald J. Brown & Rustam Ibragimov, 2005. "Sign Tests for Dependent Observations and Bounds for Path-Dependent Options," Cowles Foundation Discussion Papers 1518, Cowles Foundation for Research in Economics, Yale University.

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