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An empirical analysis of the fractal dimension of Chinese equity returns.

机译:中国股票收益的分形维数的实证分析。

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摘要

In recent years, China has taken important steps to reform its economy and liberalize its capital markets. Despite these efforts, there is a lack of quantitative evidence of the efficiency of the stock markets in China. The purpose of this research was to determine the fundamental characteristics of asset returns of the two Chinese stock markets located in Shanghai and Shenzhen. A main assumption of the efficient market hypothesis and modern asset pricing theories is that security returns follow a random walk and are lognormally distributed. This assumption was tested by analyzing daily Chinese returns in these two stock markets over the past decade, including the pre and post reform periods of 1999-2002 and 2003-2006. The statistical investigation included descriptive analysis, autocorrelation test, rescaled range analysis, and the Kolmogorov-Smirnov goodness-of-fit test. In both stock markets, the lognormal distribution hypothesis was rejected for all data sets at the 5% significant level; and the random walk assumption and ordinary Brownian motion as a scaling property of empirical stock returns were also rejected. The findings confirm that despite the regulatory reforms in 2003 the Chinese stock markets are still inefficient and show strong evidence of speculative trading. As a result, it is recommended that further regulatory changes be accomplished to reduce the role of speculative traders and improve market efficiency. From a social perspective, the insights provided by this research may help finance practitioners improve risk management models and support rational decision contributing to the continued growth and economic prosperity of China.
机译:近年来,中国已采取重要步骤改革经济并开放资本市场。尽管做出了这些努力,但仍缺乏定量的证据来证明中国股市的效率。这项研究的目的是确定位于上海和深圳的两个中国股票市场的资产收益的基本特征。有效市场假说和现代资产定价理论的主要假设是,证券收益遵循随机游走并呈对数正态分布。通过分析过去十年(包括改革前和改革后的1999-2002年和2003-2006年)这两个股票市场中中国人的每日回报,检验了这一假设。统计调查包括描述性分析,自相关检验,重定范围分析和Kolmogorov-Smirnov拟合优度检验。在两个股票市场中,所有数据集的对数正态分布假设均被拒绝在5%的显着水平上。随机游走假设和普通布朗运动作为经验股票收益率的定标性质也被拒绝。调查结果证实,尽管2003年进行了监管改革,但中国股票市场仍然效率低下,并显示出投机性交易的有力证据。因此,建议进一步调整法规以减少投机交易者的作用并提高市场效率。从社会的角度来看,本研究提供的见解可帮助金融从业人员改善风险管理模型并支持有助于中国持续增长和经济繁荣的理性决策。

著录项

  • 作者

    Thiele, Thomas A.;

  • 作者单位

    Walden University.;

  • 授予单位 Walden University.;
  • 学科 Economics Finance.; Business Administration Banking.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 174 p.
  • 总页数 174
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 财政、金融;金融、银行;
  • 关键词

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