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Downside risk measure: Theory and applications in portfolio choice and risk management.

机译:下行风险度量:投资组合选择和风险管理中的理论和应用。

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摘要

Most measures of risk used by financial analysts are based on the standard deviation. But these measures typically assume symmetric normal distributions and ignore the fact that most investors are more concerned with the downside than the upside risk.; Vinod (2001) proposed a new measure of risk that attempts to correct these fundamental flaws in the standard measures. He defines a downside standard deviation (DSD) that does not rely on symmetric or normally distributed asset returns. It also better reflects the preferences of risk-averse investors. Focusing only on below normal deviations he defines a Downside Beta, a Down Sharpe ratio, and a Down Treynor index, which incorporates DSD for portfolio choice. This dissertation explores how using down side standard deviation, Down Sharpe ratios, and down Treynor indices would affect portfolio choice.; By looking at hypothetical portfolios of asset returns I explore how optimal allocations of portfolios would shift using only downside risk measures. How much will investors sacrifice if downside risk is minimized?; I address these questions using monthly returns on 50 stocks for 26 years to empirically assess the properties of the distribution of stock returns. Since returns to these stocks are not symmetric, the portfolio selection using the DSD are quite different from that of implied by the standard deviation based measures. Portfolios based on downside Sharpe and Treynor measures are intended for risk-averse individuals. It is expected that such individuals pay a price in terms of reduced returns; in other words, risk-averse investors are willing to accept lower returns than risk neutral investors are in order to minimize downside risk.; However, whether they actually pay such a price is an empirical question. I investigate this by comparing the final wealth of the portfolios based on DSD theory with the current risk theory. Both in-sample and out of sample tests show that, in general, the price paid does not appear to be too large, and Down Sharpe ratios appears to dominate Sharpe ratios substantially in the risk returns space in out of sample tests.
机译:金融分析师使用的大多数风险度量均基于标准差。但是这些措施通常假设对称的正态分布,而忽略了大多数投资者更关注下行风险而不是上行风险这一事实。 Vinod(2001)提出了一种新的风险度量,试图纠正标准度量中的这些基本缺陷。他定义了不依赖对称或正态分布资产收益的下行标准偏差(DSD)。它还更好地反映了规避风险的投资者的偏好。他仅关注低于正常偏差的地方,定义了下行Beta,下行Sharpe比率和Down Treynor指数,其中结合了DSD进行投资组合选择。本文探讨了使用下行​​标准偏差,下行夏普比率和下行Treynor指数将如何影响投资组合的选择。通过查看假设的资产收益投资组合,我探索了仅使用下行风险衡量指标如何优化投资组合的最佳配置。如果下行风险最小化,投资者将付出多少?我使用26年的50只股票的月收益率来经验地评估股票收益率分布的性质来解决这些问题。由于这些股票的收益不是对称的,因此使用DSD进行的投资组合选择与基于标准差的度量所隐含的选择大不相同。基于下行Sharpe和Treynor测度的投资组合旨在用于规避风险的个人。期望这些人为减少回报付出代价;换句话说,为规避下行风险,厌恶风险的投资者愿意接受比风险中立的投资者低的收益。但是,他们是否实际支付了这样的价格是一个经验问题。我通过比较基于DSD理论的投资组合的最终财富与当前风险理论对此进行了研究。样本内和样本外测试均表明,通常而言,支付的价格似乎不会太大,在样本外测试的风险回报空间中,下降夏普比率似乎占主导地位。

著录项

  • 作者

    Xie, Agnes-Xiaohong.;

  • 作者单位

    Fordham University.;

  • 授予单位 Fordham University.;
  • 学科 Economics Finance.
  • 学位 Ph.D.
  • 年度 2002
  • 页码 100 p.
  • 总页数 100
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 财政、金融;
  • 关键词

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