A financial modeling approach to industry exchange-traded funds selection

被引:0
作者
Conlon, Thomas [1 ]
Cotter, John [1 ]
Kovalenko, Illia [2 ]
Post, Thierry [3 ]
机构
[1] Univ Coll Dublin, Smurfit Sch Business, Dublin, Ireland
[2] Univ Limerick, Kemmy Business Sch, Limerick, Ireland
[3] Nazarbayev Univ, Grad Sch Business, Astana, Kazakhstan
基金
爱尔兰科学基金会;
关键词
Sector exchange traded funds; Portfolio optimization; Option-implied distribution; Copulas; Stochastic dominance; PORTFOLIO OPTIMIZATION; STOCHASTIC VOLATILITY; ANALYTIC APPROXIMATION; DENSITY FORECASTS; HIGH DIMENSIONS; OPTION VOLUME; STOCK-PRICES; RISK; RETURNS; INFORMATION;
D O I
10.1016/j.jempfin.2023.101441
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study uses a comprehensive approach to optimize the portfolio allocation to equity sector Exchange Traded Funds. We combine data on the market prices of options written on the funds, the Heston stochastic volatility model, risk premium transformation, copulas, and optimization with stochastic dominance constraints. This comprehensive strategy provides significant performance out-of-sample gains relative to the passive and active alternative strategies, both before and after accounting for risk and transaction costs. Our findings point at market inefficiencies that can be exploited using sector funds, past public data, and blending multiple methods.
引用
收藏
页数:19
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