Table 8.

Robustness tests on the optimal, 10% and 5% boundary point for the post-GFC sample period (January 1, 2008 to October 17, 2023)

ETFThreshold levels
Optimal5%10%
F(1, 4118)βdβuF(1, 204)βdβuF(1, 410)βdβu
XLB1.760.040.020.011.890.05
XLE13.09***0.1612.21***0.3220.72***0.29
XLF4397.80***−1.608.36***0.274.01**0.12
XLI0.01−0.000.410.037.44***0.08
XLK60.05***−0.185.56**−0.109.53***−0.09
XLP20.56***0.093.15*0.084.07**0.06
XLU3.88**−0.051.95−0.082.36−0.06
XLV29.11***0.110.42−0.030.000.00
XLY15.40***0.1158.46***0.3365.49***0.23
Note(s):

***, ** 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 H0: βd= βu can be rejected for XLE, XLF, XLK and XLY irrespective of the boundary points

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