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. 2020 Jul 21;48(16):3060–3085. doi: 10.1080/02664763.2020.1795814

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     β0 β1 σ2 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