多元GARCH模型与风险最小化投资组合:中小企业的重要性

José Luis Miralles-Marcelo, José Luis Miralles-Quirós, María del Mar Miralles-Quirós
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引用次数: 20

摘要

本文使用多元GARCH模型(对称和不对称结构变化)和IBEX 35、IBEX MEDIUM CAP和IBEX SMALL CAP指数作为分别跟踪大、中、小型公司绩效的基准,重新审视了不同公司之间的关系。我们的研究结果表明,当考虑不对称行为和结构变化时,波动性的传递存在显着差异。在计算了风险最小化组合权重后,我们证明了在一组不同情景下,最小波动组合由中小型指数组成,其中中型公司的权重较高。
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Multivariate GARCH models and risk minimizing portfolios: The importance of medium and small firms

This paper re-examines the relationship among different firms using a combination of multivariate GARCH models (symmetric and asymmetric with structural changes) and the IBEX 35, IBEX MEDIUM CAP, and IBEX SMALL CAP indexes as the benchmarks to track the performance of large, medium and small firms, respectively. Our findings show the existence of a significant difference in the transmission of volatility when the asymmetric behavior and structural changes are considered. After calculating the risk minimizing portfolio weights, we show that the minimum-volatility portfolio is composed of medium and small indexes with a higher weight of medium firms for a set of different scenarios.

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