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Chinese Journal of Management Science ›› 2005, Vol. ›› Issue (4): 17-23.

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Are Stock Markets of China Weak-Form Efficient?——A Research from Data Mining

LAN Qiu-jun1, MA Chao-qun1, GAN Guo-jun2, WU Jian-hong2   

  1. 1. College of Business Administration, Hunan University, Changsha 410082, China;
    2. Department of Mathematics and Statistics, York University, Toronto M3J 1P3, Canada
  • Received:2004-11-24 Revised:2005-07-16 Online:2005-08-28 Published:2012-03-07

Abstract: Most test methods on stock market efficiency are based on some statistical models from a whole viewpoint and can’t discover some predictive local patterns.Thus,the conclusion of"market is efficient"may be trustless.This paper applies a new time series data mining method——TSEOPM to detect local omen patterns,and verifies weak-form efficiency of China stock markets.The result indicates local patterns mined by TSEOPM can bring excess returns."Stock markets of China are not weak-form efficient"is concluded.

Key words: stock, efficient market, data mining, time series

CLC Number: