Comparison and Application of Markowitz Model and Index Model in Capital Markets

Qi Mu
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Abstract

The Markowitz Model represents a portfolio’s returns for given risk levels. This research will imply the MM in Excel using the Solver tool. The model focuses on creating a portfolio that maximizes returns for a given level of risk or minimizes risks for a given level of return. Implementing the index model simplifies the calculation of expected returns and the covariance matrix of returns compared to the MM. This study aimed to compare the Markowitz Model and Index Model in constructing optimal portfolios from 10 stocks, the SPX index, and the 1-month federal funds rate, considering 20 years of monthly return data. This paper analyzes the impact of five constraints on these models’ efficient frontiers, using Excel Solver for optimization. The study aims to understand how these models perform under various practical constraints and draw insights relevant to real-life portfolio management scenarios.
马科维茨模型和指数模型在资本市场中的比较与应用
马科维茨模型表示给定风险水平下的投资组合收益。本研究将在 Excel 中使用求解器工具暗示马科维茨模型。该模型的重点是创建一个投资组合,在给定风险水平下实现收益最大化,或在给定收益水平下实现风险最小化。与马尔科夫模型相比,指数模型简化了预期收益和收益协方差矩阵的计算。本研究旨在比较马科维茨模型和指数模型,考虑 20 年的月度回报数据,从 10 只股票、SPX 指数和 1 个月联邦基金利率构建最优投资组合。本文使用 Excel Solver 进行优化,分析了五个约束条件对这些模型有效前沿的影响。研究旨在了解这些模型在各种实际限制条件下的表现,并得出与现实生活中的投资组合管理方案相关的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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