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

Table 3. Experiment II – Study II – ν=(0.5,1,1): 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 SN-CR, ST-CR, SCN-CR, ST B-CR and SCN B-CR models.

Fit   Statistics       Criteria  
  β MC Mean MC SD BIAS MSE MC AIC MC BIC
SN-CR β0 −2.5447 0.5001 3.5447 12.8124    
  β1 −1.1524 0.1255 0.1640 0.0388    
  β2 −4.7063 0.4903 0.7236 0.7369 993.5653 1026.5484
  β MC Mean MC SD BIAS MSE MC AIC MC BIC
ST-CR β0 −0.1049 0.3875 1.1049 1.3694    
  β1 −0.9752 0.1037 0.0862 0.0113    
  β2 −3.8768 0.4076 0.3396 0.1797 946.4920 (3*) 962.9836 (2*)
  β MC Mean MC SD BIAS MSE MC AIC MC BIC
SCN-CR β0 0.0651 0.3882 0.9349 1.0232    
  β1 −0.9751 0.1025 0.0836 0.0110    
  β2 −3.8720 0.4031 0.3380 0.1772 947.6776 964.1692 (3*)
  β MC Mean MC SD BIAS MSE MC AIC MC BIC
ST B-CR β0 −2.8953 0.4419 3.8953 15.3664    
  β1 −1.0503 0.0959 0.0850 0.0116    
  β2 −4.2305 0.3831 0.3568 0.1985 936.5145 (1*) 953.0061 (1*)
  β MC Mean MC SD BIAS MSE MC AIC MC BIC
SCN B-CR β0 −2.5667 0.4444 3.5667 12.9167    
  β1 −1.0828 0.1016 0.1043 0.0171    
  β2 −4.3755 0.4135 0.4456 0.3103 942.9701 (2*) 966.0584