Table 4: The results of regression coefficients and the corresponding MSE values.
|
OLS |
RIDGE |
LIU |
KL |
MRT |
DK |
LDK |
|
|
62.40537 |
8.5871 |
27.665 |
27.627 |
6.2282 |
27.588 |
-1.1164 |
|
|
1.551103 |
2.1046 |
1.9008 |
1.9088 |
2.1288 |
1.9092 |
-8.4346 |
|
|
0.510168 |
1.0648 |
0.8699 |
0.8685 |
1.08917 |
0.8689 |
-53.0519 |
|
|
0.101909 |
0.6680 |
0.4619 |
0.4678 |
0.69287 |
0.4682 |
-11.9168 |
|
|
-0.14406 |
0.3995 |
0.2080 |
0.2072 |
0.42342 |
0.2076 |
-29.14064 |
|
|
k |
0.007676 |
0.000471 |
0.007676 |
0.000471 |
0.0000010298 |
||
|
d |
- |
0.442224 |
0.442224 |
0.001536 |
0.442224 |
||
|
MSE |
4912.09 |
2989.820 |
2170.967 |
2170.960 |
2237 |
2170.960 |
2170.959 |