Research Article

Estimating Risk of Natural Gas Portfolios by Using GARCH-EVT-Copula Model

Table 5

Estimated parameters of natural gas portfolio for multivariate Gaussian copula.

TTFFDTTFFMTTFFQTTFFSTTFFY

TTFFD1.00000.5247**
(0.0146)
0.4945**
(0.0156)
0.4203**
(0.0172)
0.3772**
(0.0178)

TTFFM0.5247**
(0.0146)
1.00000.6884**
(0.0098)
0.6780**
(0.0102)
0.6258**
(0.0114)

TTFFQ0.4945**
(0.0156)
0.6884**
(0.0098)
1.00000.7018**
(0.0056)
0.6864**
(0.0099)

TTFFS0.4203**
(0.0172)
0.6780**
(0.0102)
0.7018**
(0.0056)
1.00000.8250**
(0.0095)

TTFFY0.3772**
(0.0178)
0.6258**
(0.0114)
0.6864**
(0.0099)
0.8250**
(0.0095)
1.0000 
(0.0095)

Note. ** denotes rejection of the null hypothesis at the 1% and 5% significance levels, respectively.