An Improved Measurement Error Model for Analyzing Unreplicated Method Comparison Data under Asymmetric Heavy-Tailed Distributions

Table 3

AIC and BIC values while the STcT-MEM is the data generating model and relative efficiencies of STcT-MEM based estimators relative to the SMEM.

λ		STcT-MEM		SMEM
		AIC	BIC	AIC	BIC				Log
2.5	25	−54.674	−48.580	−50.669	−45.793	1.265	4.812	42.25	12.135
	50	−116.862	−107.302	−101.293	−93.645	1.624	4.029	40.111	31.842
	100	−240.606	−227.580	−204.249	−193.828	2.636	4.473	49.000	60.334
5	25	−59.361	−53.267	−53.186	−48.310	1.407	5.571	>100	76.793
	50	−127.384	−117.824	−105.669	−98.021	1.908	4.441	>100	>100
	100	−263.333	−250.307	−213.607	−203.186	2.848	4.703	>100	>100
10	25	−61.472	−55.378	−53.884	−49.008	1.536	5.276	>100	>100
	50	−132.193	−122.633	−106.934	−99.285	1.853	4.249	>100	>100
	100	−273.921	−260.895	−216.579	−206.158	2.201	3.949	>100	>100