Table 3: Simulation results of EAIR for distribution-specific case in Subsection 2.4. |
|
Specific Method |
Distribution Specific Method |
Sample Size |
λ |
p |
Relative Bias |
SSE |
SE |
CP |
SE |
CP |
200 |
0.05 |
0.05 |
0.26% |
0.0162 |
0.0163 |
0.9081 |
0.0163 |
0.9076 |
|
|
0.5 |
0.18% |
0.0182 |
0.0181 |
0.926 |
0.0181 |
0.9268 |
|
|
1 |
0.20% |
0.0202 |
0.0202 |
0.9228 |
0.0202 |
0.9212 |
|
0.2 |
0.05 |
0.25% |
0.0334 |
0.0338 |
0.9455 |
0.0337 |
0.9446 |
|
|
0.5 |
0.44% |
0.0375 |
0.0376 |
0.9444 |
0.0375 |
0.9439 |
|
|
1 |
0.31% |
0.0414 |
0.0417 |
0.9398 |
0.0416 |
0.9382 |
|
5 |
0.05 |
0.60% |
0.359 |
0.3589 |
0.9465 |
0.3595 |
0.9495 |
|
|
0.5 |
0.59% |
0.3774 |
0.3745 |
0.948 |
0.3747 |
0.9493 |
|
|
1 |
0.32% |
0.3909 |
0.3896 |
0.9464 |
0.39 |
0.9502 |
400 |
0.05 |
0.05 |
0.09% |
0.0114 |
0.0115 |
0.935 |
0.0115 |
0.935 |
|
|
0.5 |
-0.06% |
0.0128 |
0.0128 |
0.9331 |
0.0128 |
0.9327 |
|
|
1 |
0.26% |
0.0142 |
0.0143 |
0.9301 |
0.0142 |
0.9285 |
|
0.2 |
0.05 |
0.08% |
0.0238 |
0.0238 |
0.9523 |
0.0238 |
0.952 |
|
|
0.5 |
-0.02% |
0.0266 |
0.0264 |
0.943 |
0.0264 |
0.9434 |
|
|
1 |
0.29% |
0.0291 |
0.0294 |
0.9488 |
0.0294 |
0.9483 |
|
5 |
0.05 |
0.19% |
0.2583 |
0.2527 |
0.9446 |
0.2529 |
0.947 |
|
|
0.5 |
0.20% |
0.2624 |
0.2633 |
0.9503 |
0.2636 |
0.9518 |
|
|
1 |
0.18% |
0.2755 |
0.2744 |
0.9491 |
0.2751 |
0.9493 |
|
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. |