Risk Preferences and Efficiency of Household Portfolios

Zhaoyu Zhang, A. Capponi
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Abstract

We propose a novel approach to infer investors' risk preferences from their portfolio choices, and then use the implied risk preferences to measure the efficiency of investment portfolios. We analyze a dataset spanning a period of six years, consisting of end of month stock trading records, along with investors' demographic information and self-assessed financial knowledge. Unlike estimates of risk aversion based on the share of risky assets, our statistical analysis suggests that the implied risk aversion coefficient of an investor increases with her wealth and financial literacy. Portfolio diversification, Sharpe ratio, and expected portfolio returns correlate positively with the efficiency of the portfolio, whereas a higher standard deviation reduces the efficiency of the portfolio. We find that affluent and financially educated investors as well as those holding retirement related accounts hold more efficient portfolios.
家庭投资组合的风险偏好与效率
本文提出了一种从投资者的投资组合选择中推断投资者风险偏好的新方法,并用隐含风险偏好来衡量投资组合的效率。我们分析了一个跨越六年的数据集,包括月底的股票交易记录,以及投资者的人口统计信息和自我评估的金融知识。与基于风险资产份额的风险厌恶估计不同,我们的统计分析表明,投资者的隐含风险厌恶系数随着其财富和金融知识的增加而增加。投资组合多样化、夏普比率和投资组合预期收益与投资组合效率呈正相关,而较高的标准差降低了投资组合效率。我们发现,富裕和受过财务教育的投资者以及持有退休相关账户的投资者持有更有效的投资组合。
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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