GMM results – impact of large deposits on net interest margin and Z-Score of banks in India, 2013–2022
| (1) | (2) | |
|---|---|---|
| Variables | NIM | Z-Score |
| T20DEP | 0.039* | −0.049* |
| GMM C statistic χ2(1) - p value (Note 1) | 0.6991 | 0.9112 |
| First stage adjusted R-square (Note 2) | 0.7198 *** | 0.5561*** |
| Hansen's J χ2 - p value (Note 3) | 0.0294 | 0.6354 |
| Observations | 426 | 419 |
| R-squared | 0.674 | 0.564 |
| Instrumental variables | T20ADV, bank categories | T20ADV, bank categories |
| Overall R2 | 0.674 | 0.564 |
| (1) | (2) | |
|---|---|---|
| Variables | NIM | Z-Score |
| T20DEP | 0.039* | −0.049* |
| GMM C statistic | 0.6991 | 0.9112 |
| First stage adjusted | 0.7198 *** | 0.5561*** |
| Hansen's J | 0.0294 | 0.6354 |
| Observations | 426 | 419 |
| 0.674 | 0.564 | |
| Instrumental variables | T20ADV, bank categories | T20ADV, bank categories |
| Overall | 0.674 | 0.564 |
(1). Null hypothesis: The variable is exogenous
(2). Higher values of first stage adjusted R-square indicates stronger instruments, and instrumental-variables estimators exhibit less bias when the instruments are strongly correlated with the endogenous variable
Robust standard errors in parentheses
***p < 0.01, **p < 0.05, *p < 0.1
Figures in brackets are standard errors. ***, ** and * indicates statistical significance at 1%, 5% and 10%, respectively
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