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Down-Side Risk Metrics as Portfolio Diversification Strategies across the Global Financial Crisis

机译:下行风险指标作为全球金融危机中的投资组合多元化策略

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This paper features an analysis of the effectiveness of a range of portfolio diversification strategies, with a focus on down-side risk metrics, as a portfolio diversification strategy in a European market context. We apply these measures to a set of daily arithmetically-compounded returns, in U.S. dollar terms, on a set of ten market indices representing the major European markets for a nine-year period from the beginning of 2005 to the end of 2013. The sample period, which incorporates the periods of both the Global Financial Crisis (GFC) and the subsequent European Debt Crisis (EDC), is a challenging one for the application of portfolio investment strategies. The analysis is undertaken via the examination of multiple investment strategies and a variety of hold-out periods and backtests. We commence by using four two-year estimation periods and a subsequent one-year investment hold out period, to analyse a naive 1/N diversification strategy and to contrast its effectiveness with Markowitz mean variance analysis with positive weights. Markowitz optimisation is then compared to various down-side investment optimisation strategies. We begin by comparing Markowitz with CVaR, and then proceed to evaluate the relative effectiveness of Markowitz with various draw-down strategies, utilising a series of backtests. Our results suggest that none of the more sophisticated optimisation strategies appear to dominate naive diversification.
机译:本文重点分析了一系列投资组合多元化战略的有效性,重点是下行风险指标,以此作为欧洲市场背景下的投资组合多元化战略。从2005年初到2013年底的九年期间,我们将这些指标应用于一系列以美元表示的每日算术综合收益,这些收益来自代表欧洲主要市场的十个市场指数。这一时期同时包含了全球金融危机(GFC)和随后的欧洲债务危机(EDC)的时期,对于证券投资策略的应用而言是一个充满挑战的时期。通过检查多种投资策略以及各种保留期和回测来进行分析。我们首先使用四个两年的估计期和随后的一年投资搁置期,来分析一个简单的1 / N多样化策略,并将其有效性与具有正权重的Markowitz平均方差分析进行对比。然后将Markowitz优化与各种下行投资优化策略进行比较。我们首先将Markowitz与CVaR进行比较,然后利用一系列回溯测试来评估Markowitz与各种缩编策略的相对有效性。我们的结果表明,没有任何更复杂的优化策略似乎能主导幼稚的多元化。

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