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. 2022 Oct 14;30(8):19737–19748. doi: 10.1007/s11356-022-23519-2

Table 2.

Panel unit root test

IPS test
Order of differences: 0
H0: panels contain unit roots
NOx emissions Population Income per taxpayer Car ownership Houses per capita Industrial manufacturing Urban density
Z-t-tilde-bar-statistic  − 38.77***  − 33.56***  − 17.70***  − 30.12***  − 18.27***  − 33.07***  − 31.47***

Im-Pesaran-Shin test (IPS test) assumes panel-specific AR parameters, Akaike Information Criterion is minimized, and all variables are logarithmized.

***p < 0.01.