Table A4. Experiment I – Scenario 1: MC Mean and MC SD are the respective average values (Mean) and the corresponding standard deviations (SD) of the MCEM estimates across all samples from fitting the SCN-CR model.
| Parameters | ||||||
|---|---|---|---|---|---|---|
| Fit | λ | |||||
| SCN-CR | n = 50 | MC Mean | 5.0916 | 1.0021 | 0.9308 | 3.5118 |
| MC SD | 0.2524 | 0.0365 | 0.4163 | 2.4528 | ||
| BIAS | 0.20968 | 0.0289 | 0.3548 | 1.8838 | ||
| MSE | 0.0714 | 0.0013 | 0.1764 | 6.2180 | ||
| n = 100 | MC Mean | 5.0817 | 1.0014 | 0.8307 | 2.8386 | |
| MC SD | 0.1788 | 0.0223 | 0.2375 | 1.6371 | ||
| BIAS | 0.1483 | 0.0178 | 0.2423 | 1.2717 | ||
| MSE | 0.0383 | 0.0005 | 0.0845 | 2.6794 | ||
| n = 200 | MC Mean | 5.0049 | 0.9999 | 1.0096 | 3.3595 | |
| MC SD | 0.1071 | 0.0131 | 0.2015 | 1.1964 | ||
| BIAS | 0.0838 | 0.0103 | 0.1609 | 0.9328 | ||
| MSE | 0.0117 | 0.0001 | 0.0403 | 1.5463 | ||
| n = 400 | MC Mean | 5.0548 | 0.9972 | 0.8862 | 2.7467 | |
| MC SD | 0.0937 | 0.0114 | 0.1325 | 0.6159 | ||
| BIAS | 0.0816 | 0.00954 | 0.1480 | 0.5433 | ||
| MSE | 0.0114 | 0.0002 | 0.0303 | 0.4397 | ||
| n = 600 | MC Mean | 5.0367 | 0.9968 | 0.9234 | 2.8786 | |
| MC SD | 0.0483 | 0.0081 | 0.0895 | 0.4779 | ||
| BIAS | 0.0496 | 0.0070 | 0.0958 | 0.4064 | ||
| MSE | 3.6514e−03 | 7.5503e−05 | 1.3798e−02 | 2.4086e−01 | ||