Research Article

Time-Frequency Volatility Spillovers among Major International Financial Markets: Perspective from Global Extreme Events

Table 3

Static volatility spillovers in the frequency domain (short-term).

USAUKJPNGERFRACHNGoldOilGasFrom

Panel 1. (a) Pre-COVID-19 period
USA24.4711.772.1710.9714.338.82.490.80.852.12
UK10.7622.460.3914.1115.568.530.790.220.9751.34
JPN14.089.3430.57.6610.744.853.711.223.4155.01
GER8.8313.670.420.5618.097.421.170.392.0352
FRA11.2614.980.6718.1321.567.6210.451.5355.64
CHN10.3410.71.979.0210.2424.10.420.610.5243.81
Gold2.833.711.255.074.783.8460.181.231.5924.31
Oil3.282.661.062.233.312.033.3366.331.719.6
Gas2.922.764.292.833.21.682.751.7959.5222.22
To64.3269.5612.270.0380.2644.7715.656.7212.54376.05
Net12.218.22−42.8118.0324.620.96−8.66−12.88−9.68TCI = 41.78

Panel 1. (b) During the COVID-19 period
USA27.3213.895.4913.5313.897.560.844.10.7360.02
UK11.2520.754.7516.3817.316.121.144.160.9462.04
JPN10.4610.1921.9611.6211.165.422.112.670.9554.57
GER10.9516.254.7320.3318.266.081.833.360.9762.42
FRA11.0317.094.5418.2220.165.851.353.610.8562.53
CHN8.989.016.68.958.5833.041.174.351.9649.6
Gold2.23.152.614.973.911.5759.421.160.9220.49
Oil5.897.723.946.196.825.250.8946.211.2237.92
Gas2.543.753.013.473.194.030.822.0163.5822.82
To63.381.0535.6783.3283.1141.8810.1325.428.54432.43
Net3.2719−18.920.920.58−7.72−10.36−12.5−14.28TCI = 48.05

Panel 1. (c) During the Russia-Ukraine conflict period
USA16.09511.633.844.9815.93.476.384.2755.47
UK7.16.688.86.086.5211.654.75.426.1356.4
JPN10.544.7513.735.76.614.465.869.554.2761.73
GER5.376.3912.3312.2510.587.38.276.735.8162.78
FRA5.646.3611.6911.56118.738.047.054.8963.96
CHN13.065.868.414.025.4724.564.169.944.9755.89
Gold7.43.8711.957.867.387.4714.9713.87.3267.04
Oil8.33.279.256.416.227.9411.9822.127.6561.04
Gas12.74.7420.725.16.8214.736.188.7313.7279.73
To70.1140.2594.7950.5754.5888.1852.6667.5945.32564.04
Net14.64−16.1633.06−12.21−9.3832.29−14.396.56−34.41TCI = 62.67

Note. (i) The TCIs (TCI = 41.78, 48.05, 62.67) are the average values of TCI. (ii) The connectedness results represent average connectedness estimates.