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| 文件名: Model_risk_in_mean-variance_portfolio_selection:_an_analytic_solution_to_the_wor.pdf | |
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英文标题:
《Model risk in mean-variance portfolio selection: an analytic solution to the worst-case approach》 --- 作者: Roberto Baviera, Giulia Bianchi --- 最新提交年份: 2019 --- 英文摘要: In this paper we consider the worst-case model risk approach described in Glasserman and Xu (2014). Portfolio selection with model risk can be a challenging operational research problem. In particular, it presents an additional optimisation compared to the classical one. We find the analytical solution for the optimal mean-variance portfolio selection in the worst-case scenario approach. In the minimum-variance case, we prove that the analytical solution is significantly different from the one found numerically by Glasserman and Xu (2014) and that model risk reduces to an estimation risk. A detailed numerical example is provided. --- 中文摘要: 在本文中,我们考虑Glasserman和Xu(2014)中描述的最坏情况模型风险方法。具有模型风险的投资组合选择可能是一个具有挑战性的运筹学问题。特别是,与经典优化相比,它提供了额外的优化。在最坏情况下,我们找到了最优均值-方差投资组合选择的解析解。在最小方差情况下,我们证明了解析解与Glasserman和Xu(2014)在数值上发现的解析解存在显著差异,并且模型风险降低为估计风险。给出了一个详细的数值例子。 --- 分类信息: 一级分类:Quantitative Finance 数量金融学 二级分类:Portfolio Management 项目组合管理 分类描述:Security selection and optimization, capital allocation, investment strategies and performance measurement 证券选择与优化、资本配置、投资策略与绩效评价 -- --- PDF下载: --> |
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