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Random Walk Tests for the Lisbon Stock Market

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Author Info
Maria Rosa Borges

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Abstract

This paper reports the results of tests on the weak-form market efficiency applied to the PSI-20 index prices of the Lisbon Stock Market from January 1993 to December 2006. As an emerging stock market, it is unlikely that it is fully information-efficient, but we show that the level of weak-form efficiency has increased in recent years. We use a serial correlation test, a runs test, an augmented Dickey-Fuller test and the multiple variance ratio test proposed by Lo and MacKinlay (1988) for the hypothesis that the stock market index follows a random walk. Non-trading or infrequent trading is not an issue because the PSI-20 only includes the 20 most traded shares. The tests are performed using daily, weekly and monthly returns for the whole period and for five sub-periods which reflect different trends in the market. We find mixed evidence, but on the whole, our results show that the Portuguese stock market index has been approaching a random walk behavior since year 2000, with a decrease in the serial dependence of returns.

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Paper provided by Department of Economics at the School of Economics and Management (ISEG), Technical University of Lisbon. in its series Working Papers with number 2007/14.

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Date of creation: 2007
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Handle: RePEc:ise:isegwp:wp142007

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Postal: Department of Economics, School of Economics and Management (ISEG), Technical University of Lisbon, Rua do Quelhas 6, 1200-781 LISBON, PORTUGAL
Web page: http://www.iseg.utl.pt/departamentos/economia/

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Find related papers by JEL classification:
G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies
G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. MacKinnon, James G, 1994. "Approximate Asymptotic Distribution Functions for Unit-Root and Cointegration Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(2), pages 167-76, April.
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  2. 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. [Downloadable!] (restricted)
  3. José Carlos Dias & Luís Lopes & Vitor Martins & José Manuel Benzinho, 2004. "Efficiency tests in the Iberian stock markets," Finance 0406001, EconWPA. [Downloadable!]
  4. 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. [Downloadable!] (restricted)
  5. Abraham Abraham, 2002. "Testing the Random Walk Behavior and Efficiency of the Gulf Stock Markets," The Financial Review, Eastern Finance Association, vol. 37(3), pages 469-480, 08. [Downloadable!] (restricted)
  6. Magnus Arni Magnusson & Bruce Wydick, 2002. "How efficient are Africa's emerging stock markets?," The Journal of Development Studies, Taylor and Francis Journals, vol. 38(4), pages 141-156, April. [Downloadable!] (restricted)
  7. Panas, E E, 1990. "The Behaviour of Athens Stock Prices," Applied Economics, Taylor and Francis Journals, vol. 22(12), pages 1715-27, December.
  8. Graham Smith & Hyun-Jung Ryoo, 2003. "Variance ratio tests of the random walk hypothesis for European emerging stock markets," European Journal of Finance, Taylor and Francis Journals, vol. 9(3), pages 290-300, June. [Downloadable!] (restricted)
  9. Smith, Graham & Jefferis, Keith & Ryoo, Hyun-Jung, 2002. "African Stock Markets: Multiple Variance Ratio Tests of Random Walks," Applied Financial Economics, Taylor and Francis Journals, vol. 12(7), pages 475-84, July. [Downloadable!] (restricted)
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