Table 1: Simulation results of EAIR for the proposed general method in Subsection 2.2. |
|
General Method |
Sample Size |
λ |
k |
γ |
Relative Bias |
SSE |
SE |
CP |
200 |
0.05 |
0.5 |
0.5 |
0.60% |
0.0255 |
0.0251 |
0.9041 |
|
|
|
5 |
-0.13% |
0.0186 |
0.0186 |
0.9231 |
|
|
1 |
0.5 |
-0.33% |
0.0243 |
0.0244 |
0.9174 |
|
|
|
5 |
0.36% |
0.0169 |
0.0169 |
0.9329 |
|
|
2 |
0.5 |
0.64% |
0.0239 |
0.0242 |
0.93 |
|
|
|
5 |
-0.30% |
0.0162 |
0.0162 |
0.9115 |
|
0.2 |
0.5 |
0.5 |
-0.24% |
0.0516 |
0.0515 |
0.9336 |
|
|
|
5 |
0.54% |
0.039 |
0.0386 |
0.9429 |
|
|
1 |
0.5 |
0.72% |
0.0505 |
0.0502 |
0.9375 |
|
|
|
5 |
0.27% |
0.0349 |
0.035 |
0.9425 |
|
|
2 |
0.5 |
-0.07% |
0.049 |
0.0491 |
0.9373 |
|
|
|
5 |
0.28% |
0.0336 |
0.0336 |
0.9442 |
|
5 |
0.5 |
0.5 |
0.72% |
0.4661 |
0.4625 |
0.9488 |
|
|
|
5 |
0.63% |
0.3909 |
0.3892 |
0.9486 |
|
|
1 |
0.5 |
0.51% |
0.422 |
0.4213 |
0.9501 |
|
|
|
5 |
0.57% |
0.3658 |
0.364 |
0.9487 |
|
|
2 |
0.5 |
0.41% |
0.3936 |
0.3941 |
0.9481 |
|
|
|
5 |
0.53% |
0.3596 |
0.3578 |
0.9486 |
400 |
0.05 |
0.5 |
0.5 |
-0.28% |
0.0176 |
0.0176 |
0.9187 |
|
|
|
5 |
0.12% |
0.013 |
0.0131 |
0.939 |
|
|
1 |
0.5 |
0.35% |
0.0172 |
0.0172 |
0.9234 |
|
|
|
5 |
0.03% |
0.0119 |
0.0119 |
0.935 |
|
|
2 |
0.5 |
0.31% |
0.0169 |
0.017 |
0.9306 |
|
|
|
5 |
0.16% |
0.0113 |
0.0114 |
0.9415 |
|
0.2 |
0.5 |
0.5 |
0.30% |
0.0362 |
0.0364 |
0.9433 |
|
|
|
5 |
-0.05% |
0.0269 |
0.0272 |
0.9456 |
|
|
1 |
0.5 |
0.05% |
0.0354 |
0.0353 |
0.9417 |
|
|
|
5 |
0.06% |
0.0247 |
0.0247 |
0.946 |
|
|
2 |
0.5 |
0.18% |
0.0349 |
0.0347 |
0.9426 |
|
|
|
5 |
0.22% |
0.0235 |
0.0237 |
0.9483 |
|
5 |
0.5 |
0.5 |
0.23% |
0.3256 |
0.3254 |
0.95 |
|
|
|
5 |
0.16% |
0.2728 |
0.274 |
0.9509 |
|
|
1 |
0.5 |
0.13% |
0.2952 |
0.2968 |
0.9498 |
|
|
|
5 |
0.16% |
0.2572 |
0.2563 |
0.9496 |
|
|
2 |
0.5 |
0.24% |
0.2778 |
0.2781 |
0.9491 |
|
|
|
5 |
0.22% |
0.2507 |
0.2518 |
0.9496 |
|
Note: Relative bias is defined as (Average EAIR −λ ) /λ ×100%, SSE represents the sample standard error, SE is the average of the standard error estimates, and CP denotes the empirical 95% coverage probability for λ. |