Scenario |
Analysis |
Intercept(β0) |
Slope(β1) |
N |
SD of X |
LOD |
Bias |
MSE |
CP |
Bias |
MSE |
CP |
500 |
0.5 |
0% |
Naïve |
0.004 |
0.300 |
94.5% |
-0.00014 |
0.0118 |
95.1% |
Corrected |
0.004 |
0.300 |
94.5% |
-0.00014 |
0.0118 |
95.1% |
20% |
Naïve |
0.139 |
0.451 |
94.6% |
-0.02549 |
0.0174 |
94.8% |
Corrected |
-0.021 |
0.312 |
94.9% |
0.004033 |
0.0124 |
94.7% |
50% |
Naïve |
0.574 |
1.309 |
90.5% |
-0.10275 |
0.0466 |
91.2% |
Corrected |
0.027 |
0.376 |
94.8% |
-0.00509 |
0.0148 |
94.8% |
|
1 |
0% |
Naïve |
0.010 |
0.069 |
95.4% |
-0.00148 |
0.0027 |
95.9% |
Corrected |
0.010 |
0.069 |
95.4% |
-0.00148 |
0.0027 |
95.9% |
20% |
Naïve |
0.190 |
0.150 |
91.6% |
-0.03297 |
0.0055 |
92.0% |
Corrected |
0.010 |
0.078 |
94.6% |
-0.00185 |
0.0031 |
95.1% |
50% |
Naïve |
0.547 |
0.571 |
81.4% |
-0.08614 |
0.0167 |
85.7% |
Corrected |
-0.019 |
0.098 |
95.0% |
0.004916 |
0.0037 |
95.5% |
|
2 |
0% |
Naïve |
0.002 |
0.019 |
95.9% |
-0.00017 |
0.0007 |
95.5% |
Corrected |
0.002 |
0.019 |
95.9% |
-0.00017 |
0.0007 |
95.5% |
20% |
Naïve |
0.212 |
0.080 |
78.6% |
-0.03273 |
0.0023 |
83.5% |
Corrected |
0.007 |
0.023 |
93.5% |
-0.00102 |
0.0009 |
94.5% |
50% |
Naïve |
0.724 |
0.612 |
33.7% |
-0.09892 |
0.0125 |
52.4% |
Corrected |
0.012 |
0.029 |
95.4% |
-0.00127 |
0.0011 |
94.9% |
1000 |
0.5 |
0% |
Naïve |
0.005 |
0.148 |
94.6% |
-0.00101 |
0.0058 |
95.2% |
Corrected |
0.005 |
0.148 |
94.6% |
-0.00101 |
0.0058 |
95.2% |
20% |
Naïve |
0.168 |
0.247 |
93.3% |
-0.03074 |
0.0095 |
93.5% |
Corrected |
0.009 |
0.158 |
94.4% |
-0.00151 |
0.0063 |
94.0% |
50% |
Naïve |
0.530 |
0.781 |
87.1% |
-0.09401 |
0.0274 |
87.9% |
Corrected |
0.008 |
0.189 |
94.6% |
-0.00100 |
0.0075 |
94.4% |
|
1 |
0% |
Naïve |
-0.002 |
0.038 |
94.5% |
0.000437 |
0.0015 |
94.5% |
Corrected |
-0.002 |
0.038 |
94.5% |
0.000436 |
0.0015 |
94.5% |
20% |
Naïve |
0.188 |
0.090 |
88.0% |
-0.03253 |
0.0032 |
89.9% |
Corrected |
0.008 |
0.038 |
95.3% |
-0.00152 |
0.0015 |
95.5% |
50% |
Naïve |
0.588 |
0.491 |
65.3% |
-0.09484 |
0.0140 |
70.1% |
Corrected |
0.003 |
0.052 |
94.2% |
-0.00059 |
0.0020 |
94.3% |
|
2 |
0% |
Naïve |
-0.001 |
0.010 |
95.8% |
-0.00015 |
0.0004 |
95.0% |
Corrected |
-0.001 |
0.010 |
95.8% |
-0.00016 |
0.0004 |
95.0% |
20% |
Naïve |
0.210 |
0.059 |
62.9% |
-0.03248 |
0.0016 |
72.9% |
Corrected |
0.003 |
0.010 |
95.5% |
-0.00055 |
0.0004 |
96.1% |
50% |
Naïve |
0.724 |
0.569 |
6.7% |
-0.09928 |
0.0112 |
21.9% |
Corrected |
0.008 |
0.015 |
95.1% |
-0.00105 |
0.0005 |
95.8% |
|