Dependent variable: Lending interest rate | Average values of significant coefficients | ||||||
Model 4: Small banks | |||||||
Independent variable | Weighted Least Squares | Fixed effect | Random effect | ||||
No Lag | 1 Lag | No Lag | 1 Lag | No Lag | 1 Lag | ||
const | 20.127** | 30.094* | 42.013** | −40.791 | 29.771* | 9.514 | |
il | 0.099 | 0.138 | 0.154 | ||||
id | 0.019 | 0.581** | −0.233 | −0.444 | 0.021 | 0.732 | 0.581 |
ras | 0.123 | −0.428 | 0.073 | −1.228** | 0.181 | −0.716 | 0.228 |
opcr | 0.315*** | −0.360** | 0.237* | −0.297 | 0.335*** | −0.353 | 0.312 |
nplr | −0.081*** | 0.064 | −0.137*** | 0.445* | −0.109** | 0.184 | 0.070 |
siz | −0.931 | −11.400*** | 0.067 | 2.384 | −1.778 | −9.747* | |
liqr | −0.035 | −0.239*** | −0.058 | −0.211 | −0.040 | −0.248* | −0.239 |
provr | −0.032 | −0.420** | −0.030 | −2.020** | −0.024 | −0.588* | −1.009 |
smr | −1.220*** | 1.273 | −1.832* | 1.704 | −2.015*** | 3.018 | −1.850 |
rgdp | 0.541 | −1.036* | −1.187 | 4.168 | −0.175 | −0.707 | −1.036 |
infl | −0.164 | 0.099 | −0.451* | 0.718 | −0.175 | 0.226 | −0.451 |
itbl | 0.100 | −0.111 | 0.080 | −0.118 | 0.090 | 0.111 | |
HHI_AS | 0.003 | −0.009 | 0.005 | 0.020 | 0.007 | −0.014 | 0.020 |
Adj R2 | 0.309 | 0.473 | |||||
F-stastic | 6.749*** | 5.628*** | F(12, 39) = 2.764*** | F(13, 37) = 6.082*** | |||
Null hypothesis | Groups common intercept: Welch F(39, 33.4) = 0.794; p-value = 0.756 | Groups common intercept: Welch F(37, 24.8) = 1.125; p-value = 0.384 | 1) Breusch-Pagan test: Unit-specific error variance = 0; Chi-square (1) = 0.083, p-value 0.772. Hausman test: GLS estimates are consistent; Chi-square (12) = 26.392, p-value 0.0.009 | 1) Breusch-Pagan test: Unit-specific error variance = 0; Chi-square (1) = 1.383 p-value 0.239; Hausman test: GLS estimates are consistent; Chi-square (13) = 58.712, p-value 0.000 |