Robustness tests on the optimal, 10% and 5% boundary point for the post-GFC sample period (January 1, 2008 to October 17, 2023)
| ETF | Threshold levels | |||||
|---|---|---|---|---|---|---|
| Optimal | 5% | 10% | ||||
| F(1, 4118) | βd − βu | F(1, 204) | βd − βu | F(1, 410) | βd − βu | |
| XLB | 1.76 | 0.04 | 0.02 | 0.01 | 1.89 | 0.05 |
| XLE | 13.09*** | 0.16 | 12.21*** | 0.32 | 20.72*** | 0.29 |
| XLF | 4397.80*** | −1.60 | 8.36*** | 0.27 | 4.01** | 0.12 |
| XLI | 0.01 | −0.00 | 0.41 | 0.03 | 7.44*** | 0.08 |
| XLK | 60.05*** | −0.18 | 5.56** | −0.10 | 9.53*** | −0.09 |
| XLP | 20.56*** | 0.09 | 3.15* | 0.08 | 4.07** | 0.06 |
| XLU | 3.88** | −0.05 | 1.95 | −0.08 | 2.36 | −0.06 |
| XLV | 29.11*** | 0.11 | 0.42 | −0.03 | 0.00 | 0.00 |
| XLY | 15.40*** | 0.11 | 58.46*** | 0.33 | 65.49*** | 0.23 |
| Threshold levels | ||||||
|---|---|---|---|---|---|---|
| Optimal | 5% | 10% | ||||
| 1.76 | 0.04 | 0.02 | 0.01 | 1.89 | 0.05 | |
| 13.09 | 0.16 | 12.21 | 0.32 | 20.72 | 0.29 | |
| 4397.80 | −1.60 | 8.36 | 0.27 | 4.01 | 0.12 | |
| 0.01 | −0.00 | 0.41 | 0.03 | 7.44 | 0.08 | |
| 60.05 | −0.18 | 5.56 | −0.10 | 9.53 | −0.09 | |
| 20.56 | 0.09 | 3.15 | 0.08 | 4.07 | 0.06 | |
| 3.88 | −0.05 | 1.95 | −0.08 | 2.36 | −0.06 | |
| 29.11 | 0.11 | 0.42 | −0.03 | 0.00 | 0.00 | |
| 15.40 | 0.11 | 58.46 | 0.33 | 65.49 | 0.23 | |
***, ** and * indicate that the null hypothesis is rejected at the 1%, 5% and 10% significance level, respectively. This table shows the Wald test results and the difference between upside and downside beta of sectoral ETFs at post-GFC sample period. The result shows that the null hypothesis of = can be rejected for XLE, XLF, XLK and XLY irrespective of the boundary points
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