The Empirical Analysis of the Impact of Bank Capital Regulations on Operating Efficiency
Abstract
:1. Introduction
2. Related Literature
2.1. Theoretical Underpinnings
2.2. Empirical Review
3. Data and Methodology
3.1. Data Collection
3.2. Model Specification
4. Empirical Results
4.1. Descriptive Statistics
4.2. Regression Results
5. Concluding Remarks and Recommendations
Conflicts of Interest
References
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Hausman Fixed Random | |||
---|---|---|---|
Coefficients | (b) | (B) | (b-B) |
fixed | random | Difference | |
CAR | 0.788294 | 0.3952661 | 0.3935633 |
ROA | −1.669282 | −1.999588 | 0.3303062 |
SIZE | 0.006313 | 0.0167513 | −0.0104384 |
LOAN - DEPOSIT | −0.0428018 | −0.0461751 | 0.0033733 |
NPL | −0.1267676 | −0.1371741 | 0.0104065 |
−0.1267676 | |||
B = consistent under Ho and Ha; obtained from a regression command(xtreg) | |||
B = inconsistent under alternative hypothesis (Ha), efficient under null hypothesis (Ho); obtained from regression command(xtreg) | |||
difference in coefficients not systematic | |||
= 164.54 | |||
Prob > chi2 | = 0.0001 | ||
(V_b-V_B is not positive definite) |
Observations | Mean | Standard Deviation | Min. | Max. | |
---|---|---|---|---|---|
OEFF | 48 | 0.1222766 | 0.0386319 | 0.041 | 0.204 |
CAR | 48 | 0.1264725 | 0.0301037 | 0.0895609 | 0.2371712 |
ROA | 48 | 0.0201331 | 0.0152364 | −0.0207176 | 0.532177 |
LN-DEP | 48 | 0.4845155 | 0.1421845 | 0.178 | 0.7067356 |
NPL | 48 | 0.06897 | 0.024364 | 0 | 0.25 |
SIZE | 48 | 13.90863 | 0.6163424 | 13.1305 | 15.23251 |
Fixed-Effects (within) Regression | Number of Observation | = | 48 | |||||
---|---|---|---|---|---|---|---|---|
Group variable: Bank | Number of groups | = | 8 | |||||
R-sq: | within | = | 0.5027 | Obs/group: | Min. | = | 6 | |
between | = | 0.0652 | 6.0 | Avg. | = | 6.0 | ||
overall | = | 0.0304 | 6 | Max. | = | 6 | ||
F(5, 35) | = | 7.08 | ||||||
Corr. ( | = | −0.3895 | Prob. ˃ F | = | 0.0001 | |||
OEFF | Coeff. | Std. Err. | t | P ˃ |t| | [95% Conf. | Interval] | ||
CAR | 0.788294 | 0.169275 | 4.66 | 0.000 | 0.4451829 | 1.132476 | ||
ROA | −1.669282 | 0.375437 | −4.45 | 0.000 | −2.431459 | −0.907104 | ||
SIZE | 0.006313 | 0.007105 | 0.89 | 0.380 | −0.008111 | 0.0207369 | ||
LN-DEP | −0.0428018 | 0.0236661 | −1.81 | 0.079 | −0.0908466 | 0.0052429 | ||
NPL | −0.1267676 | 0.0720683 | −1.76 | 0.087 | −0.273074 | 0.0195388 | ||
_cons | 0.005097 | 0.107601 | 0.05 | 0.962 | −0.2133446 | 0.2235386 | ||
sigma_u | 0.04036947 | |||||||
sigma_e | 0.01878804 | |||||||
rho | 0.82196346 | (fraction of variance due to ) | ||||||
F test that all = 0 | F(7, 35) = | 9.87 | Prob. ˃ F | = 0.0000 |
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Lotto, J. The Empirical Analysis of the Impact of Bank Capital Regulations on Operating Efficiency. Int. J. Financial Stud. 2018, 6, 34. https://doi.org/10.3390/ijfs6020034
Lotto J. The Empirical Analysis of the Impact of Bank Capital Regulations on Operating Efficiency. International Journal of Financial Studies. 2018; 6(2):34. https://doi.org/10.3390/ijfs6020034
Chicago/Turabian StyleLotto, Josephat. 2018. "The Empirical Analysis of the Impact of Bank Capital Regulations on Operating Efficiency" International Journal of Financial Studies 6, no. 2: 34. https://doi.org/10.3390/ijfs6020034
APA StyleLotto, J. (2018). The Empirical Analysis of the Impact of Bank Capital Regulations on Operating Efficiency. International Journal of Financial Studies, 6(2), 34. https://doi.org/10.3390/ijfs6020034