Portfolio management with tail dependence

被引:3
|
作者
Bergmann, Daniel Reed [1 ]
Ferreira Savoia, Jose Roberto [1 ]
de Angelo, Claudio Felisoni [1 ]
do Rosario Contani, Eduardo Augusto [2 ]
da Silva, Fabiana Lopes [3 ]
机构
[1] Univ Sao Paulo, Econ Business Management Dept, FEA USP, Finance, Sao Paulo, Brazil
[2] Univ Londrina, Operat Res, Finance Business Management Dept, FECAP, Sao Paulo, Brazil
[3] Fipecafi Business Sch, Accounting, Accounting Dept, Sao Paulo, Brazil
关键词
Copula; asset allocation; tail dependence; NAIVE DIVERSIFICATION; MARKOWITZ;
D O I
10.1080/00036846.2018.1487000
中图分类号
F [经济];
学科分类号
02 ;
摘要
Many publications, that treated with Portfolio Management, were devastating for all asset allocation models in the context of portfolios. The elimination of extreme events (asymmetric or tail dependence) during the portfolio construction process can reduce the skills of asset managers to reduce risk through diversification. The copula theory allows us to calculate an alternative to measure the dependence of extreme events in assets through the index lower tail dependence. We check that the strategies with tail dependence overcame Talmud rule, the Markowitz model and the model of Tu and Zhou by simulating 1,000 portfolios with 3, 5, 10 and 20 randomly selected assets from DJIA for the period 03/1990 until 12/2016. We conclude that models of tail dependence and Markowitz had more performance ex-ante than Talmud and the Tu and Zhou model for portfolios with 3, 5, 10 and 20 assets. Tail dependence models overcome Markowitz, in terms of cumulative return, in over 60% of months considered in the analysis. The results indicate that the Talmud rule should be discarded in a context of constructing portfolios with individual stocks ahead strategies with tail dependence.
引用
收藏
页码:5510 / 5520
页数:11
相关论文
共 50 条
  • [1] The tail dependence of the carbon markets: The implication of portfolio management
    Zhang, Fang
    Zhang, Zhengjun
    [J]. PLOS ONE, 2020, 15 (08):
  • [2] Counterdiagonal/nonpositive tail dependence in Vine copula constructions: application to portfolio management
    Yuri Salazar Flores
    Adán Díaz-Hernández
    [J]. Statistical Methods & Applications, 2021, 30 : 375 - 407
  • [3] Counterdiagonal/nonpositive tail dependence in Vine copula constructions: application to portfolio management
    Salazar Flores, Yuri
    Diaz-Hernandez, Adan
    [J]. STATISTICAL METHODS AND APPLICATIONS, 2021, 30 (02): : 375 - 407
  • [4] Distributional Bounds for Portfolio Risk with Tail Dependence
    So, Kunio
    Imai, Junichi
    [J]. METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2015, 17 (03) : 795 - 816
  • [5] Analysing the impact of tail dependence on portfolio VaR
    Liang, Feng-Zhen
    Zhong, Jun
    Shi, Dao-Ji
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2007, 27 (07): : 64 - 68
  • [6] Distributional Bounds for Portfolio Risk with Tail Dependence
    Kunio So
    Junichi Imai
    [J]. Methodology and Computing in Applied Probability, 2015, 17 : 795 - 816
  • [7] A Portfolio Diversification Strategy via Tail Dependence Clustering
    Wang, Hao
    Pappada, Roberta
    Durante, Fabrizio
    Foscolo, Enrico
    [J]. SOFT METHODS FOR DATA SCIENCE, 2017, 456 : 511 - 518
  • [8] Tail dependence between gold and sectorial stocks in China: perspectives for portfolio diversification
    Joscha Beckmann
    Theo Berger
    Robert Czudaj
    Thi-Hong-Van Hoang
    [J]. Empirical Economics, 2019, 56 : 1117 - 1144
  • [9] Tail dependence between gold and sectorial stocks in China: perspectives for portfolio diversification
    Beckmann, Joscha
    Berger, Theo
    Czudaj, Robert
    Thi-Hong-Van Hoang
    [J]. EMPIRICAL ECONOMICS, 2019, 56 (03) : 1117 - 1144
  • [10] Forecasting portfolio-Value-at-Risk with nonparametric lower tail dependence estimates
    Siburg, Karl Friedrich
    Stoimenov, Pavel
    Weiss, Gregor N. F.
    [J]. JOURNAL OF BANKING & FINANCE, 2015, 54 : 129 - 140