Maximizing Relative Wealth Using Leverage: The Role of Risk Aversion

Christian Lundström Tjurhufvud, J. Peltomäki
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Abstract

Investors can use leverage to increase the returns and profit of an investment. The so-called Kelly criterion is traditionally used to determine the optimal leverage factor for maximizing an investor’s absolute wealth. However, using the Kelly criterion may lead to too risky decisions for rational investors without log utility, rendering it not applicable for risk averse investors. Further, investor success is more often than not evaluated as the relative performance against a benchmark, making the case for maximizing relative wealth rather than absolute wealth. We propose a risk-adjusted Kelly criterion based on quadratic utility for maximizing the investors’ wealth relative to a generic reference. Our model enables us to derive the optimal leverage decision for rational investors seeking to maximize relative wealth given investor risk aversion, thereby allowing risk averse investors to benefit from leverage. Quadratic utility also enables optimizing of leverage independent of the returns-density-function assumption so that the skewness and kurtosis of asset returns do not violate the assumptions of the model. Our findings demonstrate the rationale for risk averse investors to use leverage in maximizing relative wealth. Our study provides useful understanding of relative wealth accumulation using leverage and the role of risk aversion.
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利用杠杆实现相对财富最大化:风险规避的作用
投资者可以使用杠杆来增加投资的回报和利润。所谓的凯利标准传统上用于确定投资者绝对财富最大化的最优杠杆系数。然而,对于没有log效用的理性投资者来说,使用Kelly标准可能会导致过于冒险的决策,使得它不适用于风险厌恶型投资者。此外,投资者的成功往往是以相对于基准的相对表现来评估的,这使得相对财富最大化而不是绝对财富最大化。我们提出了一个基于二次效用的风险调整凯利准则,以最大化投资者相对于一般参考的财富。我们的模型使我们能够为寻求相对财富最大化的理性投资者推导出最优的杠杆决策,从而使风险厌恶的投资者从杠杆中受益。二次效用还使杠杆优化独立于收益-密度-函数假设,使资产收益的偏度和峰度不违反模型的假设。我们的研究结果证明了风险厌恶投资者使用杠杆来最大化相对财富的基本原理。我们的研究对杠杆作用下的相对财富积累和风险规避的作用提供了有益的理解。
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