Table 2 Descriptive analysis.
Statistics | BZ_Score | IUI | MCS | ATM | ESG | NIM | ROA | CIR | GDPG |
|---|---|---|---|---|---|---|---|---|---|
Mean | 29.959 | 67.459 | 112.283 | 80.452 | 49.028 | 2.090 | 0.797 | 8.602 | 1.699 |
Standard deviation | 75.459 | 24.625 | 24.565 | 32.233 | 18.967 | 0.853 | 4.701 | 157.213 | 2.472 |
Minimum | −322.081 | 7.285 | 17.523 | 19.386 | 0.000 | 0.435 | −172.430 | −506.132 | −11.325 |
p25 | 8.482 | 49.348 | 99.480 | 56.240 | 35.502 | 1.816 | 0.540 | 0.730 | 0.909 |
p50 | 17.694 | 71.955 | 115.627 | 82.326 | 50.865 | 2.049 | 0.870 | 1.840 | 1.949 |
p75 | 31.395 | 89.651 | 125.782 | 98.960 | 60.737 | 2.202 | 1.330 | 3.925 | 2.914 |
Maximum | 1943.306 | 99.058 | 192.073 | 194.630 | 95.533 | 9.400 | 19.960 | 6184.475 | 7.597 |
Skewness | 15.075 | −0.541 | −0.345 | 0.451 | −0.206 | 4.631 | −24.251 | 34.841 | −1.571 |
Kurtosis | 314.533 | 2.198 | 4.436 | 3.037 | 2.944 | 35.172 | 806.358 | 1263.302 | 8.568 |
Coefficient of variation (CV) | 2.519 | 0.365 | 0.219 | 0.401 | 0.387 | 0.408 | 5.896 | 18.275 | 1.455 |
Jarque-Berra (JB) | 9.8e + 06 | 180.8 | 252.9 | 81.29 | 17.17 | 1.1e + 05 | 6.5e + 07 | 1.6e + 08 | 4074 |
JB p-value | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Born-Breitung (BB) | 12.34 | 568.57 | 144.46 | 94.45 | 102.10 | 30.62 | 2.33 | 1.26 | 223.52 |
BB p-value | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Correlation (p-value) | BZ_Score | IUI | MCS | ATM | ESG | NIM | ROA | CIR | GDPG |
|---|---|---|---|---|---|---|---|---|---|
BZ_Score | 1 | ||||||||
IUI | 0.089 (0.000) | 1 | |||||||
MCS | 0.003 (0.087) | 0.478 (0.000) | 1 | ||||||
ATM | 0.320 (0.020) | −0.189 (0.000) | 0.248 (0.000) | 1 | |||||
ESG | −0.226 (0.024) | 0.411 (0.000) | 0.268 (0.000) | 0.094 (0.000) | 1 | ||||
NIM | −0.057 (0.005) | −0.181 (0.000) | −0.093 (0.000) | 0.098 (0.000) | −0.053 (0.010) | 1 | |||
ROA | 0.019 (0.052) | −0.095 (0.000) | −0.015 (0.458) | 0.083 (0.000) | −0.008 (0.713) | −0.026 (0.209 | 1 | ||
CIR | −0.011 (0.592) | −0.025 (0.217) | −0.048 (0.018) | −0.020 (0.341) | −0.005 (0.810) | −0.017 (0.403) | 0.003 (0.902) | 1 | |
GDPG | 0.025 (0.224) | −0.090 (0.000) | −0.120 (0.000) | −0.069 (0.001) | −0.042 (0.039) | 0.068 (0.001) | 0.028 (0.168) | 0.018 (0.386) | 1 |
VIF | 1.24 | ||||||||