Table 3:
Simulation results from 10,000 MC runs when the true model is a near upper hinge linear model, and the data are fit using an upper hinge model. Mean estimate, %bias, and MC SD of the parameter estimate are given. Additionally, coverage and average standard error (SE) are given for model-based and bootstrap-based standard error estimates.
| Model-based |
Bootstrap-based |
||||||
|---|---|---|---|---|---|---|---|
| n | Est(%Bias) | MC SD | Coverage | SE | Coverage | SE | |
|
| |||||||
| 50 | 1.00 (0) | 0.06 | 0.944 | 0.06 | 0.941 | 0.06 | |
| 100 | 1.00 (0) | 0.04 | 0.949 | 0.04 | 0.946 | 0.04 | |
| 500 | 1.00 (0) | 0.02 | 0.947 | 0.02 | 0.945 | 0.02 | |
| 50 | 1.02 (3) | 0.22 | 0.898 | 0.17 | 0.959 | 0.28 | |
| 100 | 1.00 (2) | 0.14 | 0.914 | 0.12 | 0.959 | 0.16 | |
| 500 | 0.99 (0) | 0.06 | 0.916 | 0.05 | 0.952 | 0.06 | |
| 50 | 3.03 | 0.53 | 0.837 | 0.47 | 0.948 | 0.73 | |
| 100 | 3.02 | 0.34 | 0.880 | 0.32 | 0.958 | 0.49 | |
| 500 | 3.02 | 0.15 | 0.912 | 0.14 | 0.952 | 0.18 | |