Descriptive Statistics of Natural Log-Transformed Data | |||||||||
Variables | Mean | Std. Error | Std. Deviation | Skewness | Kurtosis | Z-Test | Shapiro-Wilk | ||
Skewness | Kurtosis | Statistic | p-value | ||||||
Ni | 5.524 | 0.22732 | 0.937 | 0.013 | −0.292 | 0.024 | −0.275 | 0.978 | 0.931 |
Pb | 0.498 | 0.06839 | 0.282 | −0.106 | −0.656 | −0.193 | −0.617 | 0.986 | 0.993 |
Cd | 0.443 | 0.04026 | 0.166 | −0.022 | −0.666 | −0.040 | −0.627 | 0.952 | 0.490 |
Mn | 0.498 | 0.06839 | 0.282 | −0.106 | −0.656 | −0.193 | −0.617 | 0.986 | 0.993 |
Cu | 3.930 | 0.16937 | 0.698 | 0.118 | 0.113 | 0.215 | 0.106 | 0.981 | 0.968 |
Zn | 3.942 | 0.10676 | 0.440 | −0.010 | −0.548 | −0.018 | −0.516 | 0.962 | 0.662 |
Cr | 6.468 | 0.26747 | 1.103 | 0.541 | −0.926 | 0.984 | −0.871 | 0.922 | 0.158 |
Ti | 6.786 | 0.1014 | 0.418 | 0.343 | −0.617 | 0.624 | −0.580 | 0.966 | 0.744 |
V | 61.139 | 5.85513 | 24.141 | 0.924 | 1.783 | 1.680 | 1.677 | 0.936 | 0.273 |
Fe | 11.016 | 0.14248 | 0.587 | 0.372 | −0.017 | 0.676 | −0.016 | 0.977 | 0.919 |
As | 1.226 | 0.22531 | 0.929 | −0.309 | −1.425 | −0.562 | −1.341 | 0.915 | 0.119 |