Table 7: Maximum likelihood estimates of the common stochastic production in the frontier model.
Variable Name |
Parameter |
Coefficient |
Standard Error |
Z |
P>|z| |
In(X1) |
β1 |
3.80 |
2.63 |
1.44 |
0.15 |
In(X2) |
β2 |
1.78 |
1.99 |
0.89 |
0.37 |
In(X3) |
β3 |
6.86 |
3.23 |
2.12 |
0.03 |
In(X4) |
β4 |
0.59 |
1.73 |
0.34 |
0.74 |
In(X5) |
Β5 |
5.81 |
2.04 |
2.85 |
0.00 |
In(X6) |
Β6 |
4.99 |
2.68 |
1.86 |
0.06 |
In(X7) |
Β7 |
2.74 |
14.30 |
0.19 |
0.85 |
In(X1)*In(X1) |
Β8 |
0.19 |
0.16 |
1.22 |
0.22 |
In(X2)*In(X2) |
Β9 |
0.20 |
0.07 |
2.93 |
0.00 |
In(X3)*In(X3) |
Β10 |
0.04 |
0.29 |
0.13 |
0.90 |
In(X4)*In(X4) |
Β11 |
0.21 |
0.08 |
2.72 |
0.01 |
In(X5)*In(X5) |
Β12 |
0.14 |
0.08 |
1.71 |
0.09 |
In(X6)*In(X6) |
Β13 |
-0.07 |
0.12 |
-0.60 |
0.55 |
In(X7)*In(X7) |
Β14 |
-0.14 |
1.16 |
-0.12 |
0.90 |
In(X1)*In(X2) |
Β15 |
0.20 |
0.20 |
1.00 |
0.32 |
In(X1)*In(X3) |
Β16 |
-0.50 |
0.35 |
-1.44 |
0.15 |
In(X1)*In(X4) |
Β17 |
-0.07 |
0.19 |
-0.36 |
0.72 |
In(X1)*In(X5) |
Β18 |
0.25 |
0.18 |
1.44 |
0.15 |
In(X1)*In(X6) |
Β19 |
-0.20 |
0.31 |
-0.66 |
0.51 |
In(X1)*In(X7) |
Β20 |
-1.14 |
0.49 |
-2.31 |
0.02 |
In(X2)*In(X3) |
Β21 |
-0.13 |
0.21 |
-0.61 |
0.54 |
In(X2)*In(X4) |
Β22 |
0.09 |
0.09 |
0.96 |
0.34 |
In(X2)*In(X5) |
Β23 |
-0.23 |
0.09 |
-2.57 |
0.01 |
In(X2)*In(X6) |
Β24 |
-0.39 |
0.17 |
-2.28 |
0.02 |
In(X2)*In(X7) |
Β25 |
-0.24 |
0.34 |
-0.71 |
0.48 |
In(X3)*In(X4) |
Β26 |
0.03 |
0.28 |
0.10 |
0.92 |
In(X3)*In(X5) |
Β27 |
-0.35 |
0.27 |
-1.26 |
0.21 |
In(X3)*In(X6) |
Β28 |
0.09 |
0.37 |
0.24 |
0.81 |
In(X3)*In(X7) |
Β29 |
-0.41 |
0.54 |
-0.75 |
0.45 |
In(X4)*In(X5) |
Β30 |
-0.10 |
0.10 |
-1.07 |
0.29 |
In(X4)*In(X6) |
Β31 |
0.01 |
0.18 |
0.06 |
0.95 |
In(X4)*In(X7) |
Β32 |
-0.06 |
0.27 |
-0.21 |
0.83 |
In(X5)*In(X6) |
Β33 |
0.41 |
0.14 |
2.94 |
0.00 |
In(X5)*In(X7) |
Β34 |
0.68 |
0.34 |
2.02 |
0.04 |
In(X6)*In(X7) |
Β35 |
1.21 |
0.41 |
2.96 |
0.00 |
Constant |
Β0 |
28.17 |
41.35 |
0.68 |
0.50 |