构建投资组合的算法方法:土耳其股市案例

IF 6.3 2区 经济学 Q1 BUSINESS, FINANCE
Mehmet Gülşen, Burak Yıldız
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引用次数: 0

摘要

建立多元化投资组合的目的是降低风险和管理风险回报权衡。分散投资对于确保投资组合的长期成功也至关重要。虽然被动投资在大多数发达市场呈上升趋势,但在一些新兴市场,如土耳其,还没有得到更广泛的接受。本研究以土耳其股市为背景,提出了一种构建多元化投资组合的方法,作为一种被动投资工具。尽管土耳其股票市场历史悠久,但与发达市场不同的是,几乎所有可用的被动投资工具都过于昂贵。我们设计了一种简单的方法,既解决了建立成功投资组合的基本要素,又避免了过高的费用。此外,我们还提出了一种动态平衡策略,通过算法调整投资组合中每只股票的权重。我们用历史数据对这一方法进行了测试,证明它能以最小的投入获得合理的回报。即使其业绩没有超过基准,偏差百分比仍低于另类投资的管理费。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithmic approach to portfolio construction: A Turkish stock market case
The goal of building a diversified portfolio is to mitigate risks and manage risk-reward tradeoffs. Diversification is also crucial for ensuring the long-term success of a portfolio. Although passive investment has been on the rise in most developed markets, it has not gained wider acceptance in some emerging markets, such as Türkiye. This study proposes an approach to construct a diversified portfolio that serves as a passive investment tool in the context of the Turkish stock market. Despite the long history of equity markets in Türkiye, almost all available passive investment alternatives are prohibitively expensive, unlike those in developed markets. We design a simple methodology that addresses the essential components of building a successful portfolio while avoiding excessive fees. Additionally, we propose a dynamic balancing strategy that algorithmically adjusts the weight of each stock in the portfolio. We test this approach with historical data, demonstrating that it can achieve reasonable returns with minimal effort. Even when its performance does not beat the benchmark, the percentage deviation is still below the management fees charged for alternative investments.
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来源期刊
CiteScore
7.60
自引率
3.80%
发文量
130
审稿时长
26 days
期刊介绍: Peer Review under the responsibility of Borsa İstanbul Anonim Sirketi. Borsa İstanbul Review provides a scholarly platform for empirical financial studies including but not limited to financial markets and institutions, financial economics, investor behavior, financial centers and market structures, corporate finance, recent economic and financial trends. Micro and macro data applications and comparative studies are welcome. Country coverage includes advanced, emerging and developing economies. In particular, we would like to publish empirical papers with significant policy implications and encourage submissions in the following areas: Research Topics: • Investments and Portfolio Management • Behavioral Finance • Financial Markets and Institutions • Market Microstructure • Islamic Finance • Financial Risk Management • Valuation • Capital Markets Governance • Financial Regulations
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