Variable |
Coefficient |
Std. Error |
P-value |
CONSTANT |
41.58 |
7.05 |
0.0000 |
health_dis |
-2.26 |
0.69 |
0.0012 |
elec |
-0.11 |
0.02 |
0.0000 |
house_size |
-0.17 |
1.52 |
0.9130 |
vio_tot |
-1375.81 |
369.04 |
0.0003 |
In general, the standard error is one order of magnitude lower than its corresponding coefficient value. Likewise, the p-value of the coefficients shows an important significance, with values of the order of 0.001 or even lower. A very important exception is the variable household_size, which has not only an standard error one magnitude higher than its coefficient but which also has a very high p-value 0.9130, showing that this variable is a very poor and unreliable predictor for our analysis.