Performance evaluation-dynamic approach
| Refit days | ES | VaR | Drawdown | Omega | Sortino | Sharpe | |
|---|---|---|---|---|---|---|---|
| Panel A | |||||||
| MVP-ADCC | 120 | −0.014 | −0.011 | 0.357 | 1.080 | 0.028 | 0.019 |
| MVP-DCC | −0.014 | −0.011 | 0.371 | 1.122 | 0.043 | 0.028 | |
| ERC-ADCC | −0.052 | −0.041 | 0.724 | 1.198 | 0.068 | 0.051 | |
| ERC-DCC | −0.063 | −0.050 | 0.871 | 1.145 | 0.051 | 0.038 | |
| MDP-ADCC | −0.061 | −0.049 | 0.978 | 1.217 | 0.098 | 0.066 | |
| MDP-DCC | −0.061 | −0.049 | 0.959 | 1.213 | 0.096 | 0.065 | |
| MVP-ADCC | 150 | −0.014 | −0.011 | 0.456 | 1.091 | 0.032 | 0.021 |
| MVP-DCC | −0.015 | −0.012 | 0.377 | 1.140 | 0.050 | 0.031 | |
| ERC-ADCC | −0.064 | −0.051 | 0.783 | 1.109 | 0.039 | 0.029 | |
| ERC-DCC | −0.067 | −0.053 | 0.853 | 1.141 | 0.052 | 0.038 | |
| MDP-ADCC | −0.061 | −0.048 | 0.942 | 1.203 | 0.092 | 0.062 | |
| MDP-DCC | −0.062 | −0.049 | 0.927 | 1.206 | 0.093 | 0.063 | |
| MVP-ADCC | 180 | −0.015 | −0.012 | 0.326 | 1.150 | 0.051 | 0.033 |
| MVP-DCC | −0.013 | −0.011 | 0.374 | 1.174 | 0.062 | 0.039 | |
| ERC-ADCC | −0.061 | −0.048 | 0.684 | 1.240 | 0.087 | 0.062 | |
| ERC-DCC | −0.066 | −0.053 | 0.775 | 1.174 | 0.064 | 0.047 | |
| MDP-ADCC | −0.062 | −0.049 | 0.975 | 1.214 | 0.097 | 0.065 | |
| MDP-DCC | −0.061 | −0.048 | 0.988 | 1.211 | 0.096 | 0.065 | |
| Panel B | |||||||
| MVP-ADCC | 120 | −0.027 | −0.022 | 0.864 | 0.662 | −0.108 | −0.079 |
| MVP-DCC | −0.027 | −0.022 | 0.877 | 0.644 | −0.115 | −0.085 | |
| ERC-ADCC | −0.050 | −0.040 | 0.894 | 0.953 | −0.018 | −0.013 | |
| ERC-DCC | −0.057 | −0.046 | 0.944 | 0.956 | −0.017 | −0.012 | |
| MDP-ADCC | −0.048 | −0.038 | 0.895 | 1.000 | 0.000 | 0.000 | |
| MDP-DCC | −0.048 | −0.038 | 0.886 | 1.004 | 0.002 | 0.001 | |
| MVP-ADCC | 150 | −0.026 | −0.021 | 0.871 | 0.638 | −0.115 | −0.085 |
| MVP-DCC | −0.027 | −0.022 | 0.865 | 0.658 | −0.110 | −0.110 | |
| ERC-ADCC | −0.058 | −0.047 | 0.966 | 0.880 | −0.048 | −0.036 | |
| ERC-DCC | −0.061 | −0.049 | 0.964 | 0.940 | −0.024 | −0.018 | |
| MDP-ADCC | −0.049 | −0.039 | 0.892 | 1.004 | 0.002 | 0.001 | |
| MDP-DCC | −0.049 | −0.039 | 0.889 | 1.008 | 0.003 | 0.002 | |
| MVP-ADCC | 180 | −0.026 | −0.021 | 0.887 | 0.619 | −0.120 | −0.091 |
| MVP-DCC | −0.026 | −0.021 | 0.894 | 0.604 | −0.126 | −0.126 | |
| ERC-ADCC | −0.056 | −0.044 | 0.903 | 1.002 | 0.001 | 0.000 | |
| ERC-DCC | −0.060 | −0.048 | 0.944 | 0.982 | −0.007 | −0.005 | |
| MDP-ADCC | −0.050 | −0.040 | 0.889 | 1.022 | 0.010 | 0.006 | |
| MDP-DCC | −0.051 | −0.041 | 0.884 | 1.029 | 0.012 | 0.008 | |
| Refit days | ES | VaR | Drawdown | Omega | Sortino | Sharpe | |
|---|---|---|---|---|---|---|---|
| MVP-ADCC | 120 | −0.014 | −0.011 | 0.357 | 1.080 | 0.028 | 0.019 |
| MVP-DCC | −0.014 | −0.011 | 0.371 | 1.122 | 0.043 | 0.028 | |
| ERC-ADCC | −0.052 | −0.041 | 0.724 | 1.198 | 0.068 | 0.051 | |
| ERC-DCC | −0.063 | −0.050 | 0.871 | 1.145 | 0.051 | 0.038 | |
| MDP-ADCC | −0.061 | −0.049 | 0.978 | 1.217 | 0.098 | 0.066 | |
| MDP-DCC | −0.061 | −0.049 | 0.959 | 1.213 | 0.096 | 0.065 | |
| MVP-ADCC | 150 | −0.014 | −0.011 | 0.456 | 1.091 | 0.032 | 0.021 |
| MVP-DCC | −0.015 | −0.012 | 0.377 | 1.140 | 0.050 | 0.031 | |
| ERC-ADCC | −0.064 | −0.051 | 0.783 | 1.109 | 0.039 | 0.029 | |
| ERC-DCC | −0.067 | −0.053 | 0.853 | 1.141 | 0.052 | 0.038 | |
| MDP-ADCC | −0.061 | −0.048 | 0.942 | 1.203 | 0.092 | 0.062 | |
| MDP-DCC | −0.062 | −0.049 | 0.927 | 1.206 | 0.093 | 0.063 | |
| MVP-ADCC | 180 | −0.015 | −0.012 | 0.326 | 1.150 | 0.051 | 0.033 |
| MVP-DCC | −0.013 | −0.011 | 0.374 | 1.174 | 0.062 | 0.039 | |
| ERC-ADCC | −0.061 | −0.048 | 0.684 | 1.240 | 0.087 | 0.062 | |
| ERC-DCC | −0.066 | −0.053 | 0.775 | 1.174 | 0.064 | 0.047 | |
| MDP-ADCC | −0.062 | −0.049 | 0.975 | 1.214 | 0.097 | 0.065 | |
| MDP-DCC | −0.061 | −0.048 | 0.988 | 1.211 | 0.096 | 0.065 | |
| MVP-ADCC | 120 | −0.027 | −0.022 | 0.864 | 0.662 | −0.108 | −0.079 |
| MVP-DCC | −0.027 | −0.022 | 0.877 | 0.644 | −0.115 | −0.085 | |
| ERC-ADCC | −0.050 | −0.040 | 0.894 | 0.953 | −0.018 | −0.013 | |
| ERC-DCC | −0.057 | −0.046 | 0.944 | 0.956 | −0.017 | −0.012 | |
| MDP-ADCC | −0.048 | −0.038 | 0.895 | 1.000 | 0.000 | 0.000 | |
| MDP-DCC | −0.048 | −0.038 | 0.886 | 1.004 | 0.002 | 0.001 | |
| MVP-ADCC | 150 | −0.026 | −0.021 | 0.871 | 0.638 | −0.115 | −0.085 |
| MVP-DCC | −0.027 | −0.022 | 0.865 | 0.658 | −0.110 | −0.110 | |
| ERC-ADCC | −0.058 | −0.047 | 0.966 | 0.880 | −0.048 | −0.036 | |
| ERC-DCC | −0.061 | −0.049 | 0.964 | 0.940 | −0.024 | −0.018 | |
| MDP-ADCC | −0.049 | −0.039 | 0.892 | 1.004 | 0.002 | 0.001 | |
| MDP-DCC | −0.049 | −0.039 | 0.889 | 1.008 | 0.003 | 0.002 | |
| MVP-ADCC | 180 | −0.026 | −0.021 | 0.887 | 0.619 | −0.120 | −0.091 |
| MVP-DCC | −0.026 | −0.021 | 0.894 | 0.604 | −0.126 | −0.126 | |
| ERC-ADCC | −0.056 | −0.044 | 0.903 | 1.002 | 0.001 | 0.000 | |
| ERC-DCC | −0.060 | −0.048 | 0.944 | 0.982 | −0.007 | −0.005 | |
| MDP-ADCC | −0.050 | −0.040 | 0.889 | 1.022 | 0.010 | 0.006 | |
| MDP-DCC | −0.051 | −0.041 | 0.884 | 1.029 | 0.012 | 0.008 | |
Note(s): This table exhibits performance measurement of dynamic MVP, ERC and MDP portfolio with different number of GARCH refits (120, 150 and 180 days). Panel A shows the performance without transaction cost, while Panel B indicates the performance with transaction cost (10 basis points). The time-varying covariances were obtained from DCC-GARCH (1,1) and ADCC-GARCH (1,1) with multivariate Student's t-distribution. Rolling windows method with 1,750 days of forecast length was employed. The risk-free rate was assumed to be zero for the calculation of Sharpe and minimum acceptance return (MAR) of Sortino. A target threshold of zero was also used in omega ratio
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.