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. 2021 Apr 10;28(32):43669–43683. doi: 10.1007/s11356-021-13805-w

Table 3.

Conventional (ADF, PP, and KPSS) unit root test

Variables Level 1st Diff
Intercept Intercept and trend Intercept Intercept and trend Order
ADF
LCO2 −0.4615 −3.2403* −3.4636** −3.4391* MIXED
LGDP −0.3998 −3.1073 −3.0890** −3.0537 I (1)
LIQ −2.7466* −2.8044 −3.1158** −3.1852* MIXED
FDI −1.5819 −0.9997 −1.00668 −1.3905 MIXED
LFF −0.9280 −4.4573*** −3.6149*** −3.5449** MIXED
LRE 1.0582 −0.6868 −2.4257 −3.3049* I (1)
PP
LCO2 −0.5988 −1.9884 −3.6604*** −3.6317** I (1)
LGDP −0.6678 −1.6629 −3.3403** −3.3107* I (1)
LIQ −1.4518 −1.4624 −3.2720** −3.3358* I (1)
FDI −1.8259 −1.3841 −3.8258*** −3.9331** I (1)
LFF −1.6026 −3.2646* −3.8064*** −3.7510** MIXED
LRE 4.8410 −1.1247 −2.5412 −3.6129** I (1)
KPSS
LCO2 1.1774*** 0.1386* 0.0648 0.0659 I (1)
LGDP 1.2058*** 0.1082 0.1103 0.0959 I (1)
LIQ 0.2452 0.22297*** 0.1313 0.0630 I (1)
FDI 0.4167* 0.1332* 0.1812 0.0814 I (1)
LFF 1.2067*** 0.0741 0.1150 0.0495 I (1)
LRE 0.9757*** 0.2814*** 0.8319*** 0.1071 MIXED

Null hypothesis is non-stationary for ADF and PP and stationary for KPSS

The signs depict (*) significant at the 10%; (**) significant at the 5%; (***) significant at the 1%, and (no) not significant

*MacKinnon (1996) one-sided p-values