| Method | LLC | ADF-Fisher |
| scf | −10.1120*** | 240.4668*** |
| (0.0000) | (0.0000) | |
| gdp | −8.1887*** | 133.7195*** |
| (0.0000) | (0.0000) | |
| i | −2.6171*** | 63.6262*** |
| (0.0044) | (0.0030) | |
| e | −12.9439*** | 317.6841*** |
| (0.0000) | (0.0000) | |
| usgdp | −6.6247*** | 118.8887*** |
| (0.0000) | (0.0000) | |
| usi | −2.3674*** | 70.3082*** |
| (0.0090) | (0.0005) | |
| VIX | −4.3695*** | 78.5643 *** |
| (0.0000) | (0.0001) | |
| fsd | −5.3834 *** | 105.6544 *** |
| (0.0000) | (0.0000) |