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  • Kian-Ping Lim (a1) and Robert D. Brooks (a2)


This paper employs the rolling bicorrelation test to measure the degree of nonlinear departures from a random walk for aggregate stock price indices of fifty countries over the sample period 1995–2005. We find that stock markets in economies with low per capita GDP in general experience more frequent price deviations than those in the high-income group. This clustering effect is not due to market liquidity or other structural characteristics, but instead can be explained by cross-country variation in the degree of private property rights protection. Our conjecture is that weak protection deters the participation of informed arbitrageurs, leaving those markets dominated by sentiment-prone noise traders whose correlated trading causes stock prices in emerging markets to deviate from the random walk benchmarks for persistent periods of time.


Corresponding author

Address correspondence to: Kian-Ping Lim, Labuan School of International Business and Finance, Universiti Malaysia Sabah, Jalan Sungai Pagar, 87000 F.T. Labuan, Malaysia; e-mail:


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