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. 2022 Jan 6:1–28. Online ahead of print. doi: 10.1007/s10479-021-04452-y

Table 2.

Results of unit root test on time series

Variable ADF test PP test Consequence Variable ADF test PP test Consequence
SPGB  − 0.929  − 0.698 NO D(lnSPGE)  − 23.631***  − 23.740*** YES
SPCE  − 0.682  − 0.886 NO D(lnSPCE)  − 22.466***  − 22.593*** YES
MSCI  − 0.366 0.530 NO D(lnMSCI)  − 23.819***  − 23.887*** YES

D represents a first order difference operation. NO indicates non-stationary series. YES indicates stationary series

*Indicate rejection of the null hypothesis at a significance level of 10%. **Indicate rejection of the null hypothesis at a significance level of 5%. ***Indicate the rejection of the null hypothesis at a significance level of 1%