Robustness regression test
| Dependent variable: DLLP |
| Method: Robust least squares |
| Sample 1: 226 |
| Included observations: 226 |
| Dependent variable: DLLP |
| Method: Robust least squares |
| Sample 1: 226 |
| Included observations: 226 |
| Variable | Pred. Sign | Coefficient | Std. Error | t-statistic | Prob | Remarks |
|---|---|---|---|---|---|---|
| C | −0.0957 | 0.0160 | −5.7658 | 0.0000 | ||
| EBTP | + | 1.1141 | 0.2200 | 4.8670 | 0.0000 | Accepted |
| LDR | − | −0.0528 | 0.0208 | −2.4394 | 0.0147 | Accepted |
| BOPO | + | 0.1092 | 0.0145 | 7.2556 | 0.0000 | Accepted |
| CG*EBTP | − | −0.2746 | 0.3730 | −0.7077 | 0.4791 | Rejected |
| CG*LDR | + | 0.0764 | 0.0329 | 2.2283 | 0.0259 | Accepted |
| CG*BOPO | − | −0.0622 | 0.0264 | −2.2655 | 0.0235 | Accepted |
| CAR | + | 0.0159 | 0.0094 | 1.6221 | 0.1048 | |
| NIM | + | 0.0008 | 0.0090 | 0.0808 | 0.9356 | |
| SIZE | + | 0.0004 | 0.0005 | 0.9213 | 0.3569 | |
| R-squared | 0.4618 | Mean dependent var | 0.0011 | |||
| Adjusted R-squared | 0.7506 | S.D. dependent var | 0.0160 | |||
| S.E. of regression | 0.0080 | Akaike info criterion | −6.7729 | |||
| Sum squared residual | 0.0139 | Schwarz criterion | −6.6216 | |||
| Log likelihood | 775.3391 | Hannan–Quinn criteria | −6.7118 | |||
| F-statistic | 76.2377 | Durbin–Watson stat | 1.3661 | |||
| Prob(F-statistic) | 0.0000 | |||||
| Variable | Pred. Sign | Coefficient | Std. Error | Prob | Remarks | |
|---|---|---|---|---|---|---|
| −0.0957 | 0.0160 | −5.7658 | 0.0000 | |||
| EBTP | + | 1.1141 | 0.2200 | 4.8670 | 0.0000 | Accepted |
| LDR | − | −0.0528 | 0.0208 | −2.4394 | 0.0147 | Accepted |
| BOPO | + | 0.1092 | 0.0145 | 7.2556 | 0.0000 | Accepted |
| CG*EBTP | − | −0.2746 | 0.3730 | −0.7077 | 0.4791 | Rejected |
| CG*LDR | + | 0.0764 | 0.0329 | 2.2283 | 0.0259 | Accepted |
| CG*BOPO | − | −0.0622 | 0.0264 | −2.2655 | 0.0235 | Accepted |
| CAR | + | 0.0159 | 0.0094 | 1.6221 | 0.1048 | |
| NIM | + | 0.0008 | 0.0090 | 0.0808 | 0.9356 | |
| SIZE | + | 0.0004 | 0.0005 | 0.9213 | 0.3569 | |
| 0.4618 | Mean dependent var | 0.0011 | ||||
| Adjusted | 0.7506 | S.D. dependent var | 0.0160 | |||
| S.E. of regression | 0.0080 | Akaike info criterion | −6.7729 | |||
| Sum squared residual | 0.0139 | Schwarz criterion | −6.6216 | |||
| Log likelihood | 775.3391 | Hannan–Quinn criteria | −6.7118 | |||
| 76.2377 | Durbin–Watson stat | 1.3661 | ||||
| Prob( | 0.0000 | |||||
Note(s): *Significant p-value < 0.05; EBTP: Pre-managed earnings; LDR: Liquidity; BOPO: Efficiency; CG: Governance Mechanisms; CAR: Capital Adequacy Ratio; NIM: Net Interest Margin; SIZE: Bank Size; prediction signs have a correlation with DLLP, if it is concluded in earnings quality has the opposite interpretation
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