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2022-05-16
英文标题:
《Multifactor Risk Models and Heterotic CAPM》
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作者:
Zura Kakushadze and Willie Yu
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最新提交年份:
2016
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英文摘要:
  We give a complete algorithm and source code for constructing general multifactor risk models (for equities) via any combination of style factors, principal components (betas) and/or industry factors. For short horizons we employ the Russian-doll risk model construction to obtain a nonsingular factor covariance matrix. This generalizes the heterotic risk model construction to include arbitrary non-industry risk factors as well as industry risk factors with generic \"weights\". The aim of sharing our proprietary know-how with the investment community is to encourage organic risk model building. The presentation is intended to be essentially self-contained and pedagogical. So, stop wasting money and complaining, start building risk models and enjoy!
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中文摘要:
我们给出了一个完整的算法和源代码,用于通过风格因素、主成分(Beta)和/或行业因素的任意组合构建通用多因素风险模型(股票)。对于短期,我们采用俄罗斯玩偶风险模型构造,以获得非奇异因子协方差矩阵。这概括了异质风险模型的构建,包括任意的非行业风险因素以及具有通用“权重”的行业风险因素。与投资界分享我们的专有技术的目的是鼓励建立有机风险模型。该演示文稿基本上是独立的和教学性的。所以,停止浪费金钱和抱怨,开始建立风险模型,尽情享受吧!
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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
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一级分类:Quantitative Finance        数量金融学
二级分类:Risk Management        风险管理
分类描述:Measurement and management of financial risks in trading, banking, insurance, corporate and other applications
衡量和管理贸易、银行、保险、企业和其他应用中的金融风险
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