Table 1.
PANEL A | VIX changes | Stock changes | GTR changes |
---|---|---|---|
Mean | 0.0206 | −0.0041 | 0.0154 |
Maximum | 0.6195 | 0.1041 | 1.0147 |
Minimum | −0.5680 | −0.1854 | −0.3403 |
Std. Dev. | 0.1189 | 0.0316 | 0.1264 |
Skewness | 0.7166 | −0.8193 | 3.4279 |
Kurtosis | 5.7993 | 7.2707 | 23.4897 |
Observations | 767 | 767 | 767 |
Cross sections | 13 | 13 | 13 |
PANEL B |
VIX changes |
Stock changes |
GTR changes |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Cross- |
Cross- |
Cross- |
||||||||||
Method | Statistic | Prob. | sections | Obs. | Statistic | Prob. | sections | Obs. | Statistic | Prob | sections | Obs. |
Null: Unit root (assumes common unit root process) | ||||||||||||
Levin, Lin & Chu t-stat* |
−23.431 |
0.00*** |
13 |
767 |
−26.159 |
0.00*** |
13 |
767 |
−19.979 |
0.00*** |
13 |
767 |
Null: Unit root (assumes individual unit root process) | ||||||||||||
Im, Pesaran and Shin W-stat | −23.593 | 0.00*** | 13 | 767 | −23.625 | 0.00*** | 13 | 767 | −21.332 | 0.00*** | 13 | 767 |
ADF - Fisher Chi-square | 426.631 | 0.00*** | 13 | 767 | 424.321 | 0.00*** | 13 | 767 | 344.034 | 0.00*** | 13 | 767 |
PP - Fisher Chi-square | 460.068 | 0.00*** | 13 | 767 | 525.935 | 0.00*** | 13 | 767 | 424.341 | 0.00*** | 13 | 767 |
Notes: Panel A of the table reports the descriptives statistics for VIX changes, stock changes and google trend indicator (GTR) changes. Panel B of the table includes the panel unit root tests results for VIX changes, stock market changes and google trend indicator (GTR) changes. The main research hypothesis tested is the following: H0: unit root is present. The upper part of the table presents the values of the Levin, Lin & Chu t-statistic and the relevant P-values (see column entitled Prob.). This test assumes common unit root processes across the 13 markets. The lower part of the table presents the relevant values for tests assuming individual unit root process across markets. *** indicates statistical significance at the 1% level.