Research Article

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

Table 6

Estimated parameters of natural gas portfolio for the multivariate Student -copula.

TTFFDTTFFMTTFFQTTFFSTTFFY

TTFFD1.00000.5525**
(0.0161)
0.4995**
(0.0177)
0.4408**
(0.0190)
0.4003**
(0.0194)

TTFFM0.5525**
(0.0161)
1.00000.7755**
(0.0087)
0.7681**
(0.0089)
0.7071**
(0.0107)

TTFFQ0.4995**
(0.0177)
0.7755**
(0.0087)
1.00000.7830**
(0.0084)
0.8753**
(0.0089)

TTFFS0.4408**
(0.0190)
0.7681**
(0.0089)
0.7830**
(0.0084)
1.00000.7514**
(0.0093)

TTFFY0.4003**
(0.0194)
0.7071**
(0.0107)
0.8753**
(0.0089)
0.7514**
(0.0093)
1.0000

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