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Testing the Weak-Form Market Efficiency Hypothesis for Canadian and Chinese Stock

机译:测试加拿大和中国股票的弱形式市场效率假说

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摘要

The main empirical test methods for Weak-form efficiency market hypothesis can be divided into two categories: one is to test the randomness of stock prices; the other is to test the invalidity of technical analysis, which testing the predictability of earnings. This study mainly focused on the first category.To examining the hypothesis whether Canadian and Chinese stock markets are efficient in the weak form, two types of test are conducted. They are parametric and non-parametric tests. For Non-parametric test, we implement the Runs test and Kolmogrov–Smirnov goodness of fit test. For parametric test, autocorrelation (LBQ test), variance ratio and ARMA model have been chosen. The empirical analysis in this study uses daily closing prices of indices from Shanghai Stock Exchange (SSE) and Toronto Stock Exchange (TSX). To avoiding the biases of choosing testing period, we implemented the same tests among different sample periods for each market.The overall testing results are mixed from sample period to sample period for both markets. In general, for the early testing period, almost all testing techniques generate unfavoured results against the weak-form efficient market hypothesis (EMH) for both TSX and SSE. Several testing results based on more recent sample periods align with the assumption under the EMH, but it is still early to claim that either the Canadian or the Chinese stock market hasbecome the weak form efficient. More comprehensive testing results and analysis can be found under section 5 and 6.
机译:弱形式效率市场假设的主要经验检验方法可以分为两类:一是检验股票价格的随机性;二是检验股票价格的随机性。另一种是检验技术分析的无效性,从而检验收益的可预测性。本研究主要针对第一类。为了检验加拿大和中国股市在弱势形式下是否有效的假说,进行了两种类型的检验。它们是参数测试和非参数测试。对于非参数检验,我们实施Runs检验和Kolmogrov-Smirnov拟合优度检验。对于参数测试,选择了自相关(LBQ测试),方差比和ARMA模型。本研究的实证分析使用了上海证券交易所(SSE)和多伦多证券交易所(TSX)的每日指数收盘价。为避免选择测试期间的偏见,我们在每个市场的不同采样期间内实施了相同的测试,两个市场的总体测试结果在采样期间之间混合在一起。通常,在早期测试期间,针对TSX和SSE的弱形式有效市场假设(EMH),几乎所有测试技术都会产生不利的结果。基于最近采样周期的几个测试结果与EMH下的假设相符,但现在断言加拿大或中国股市已成为弱势有效型还为时过早。在第5和6节中可以找到更全面的测试结果和分析。

著录项

  • 作者

    Hou Bin; Sun Mingyang;

  • 作者单位
  • 年度 2014
  • 总页数
  • 原文格式 PDF
  • 正文语种 English
  • 中图分类

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