An Improved Estimation for Heterogeneous Datasets with Lower Detection Limits regarding Environmental Health

Table 11

Estimates of model parameters and goodness-of-fit statistics for 2CMGEM using dataset-2.

Estimation method						AIC	BIC	KS value	KS P.Value
MLE	0.2554	8.8372	4.5844	0.0440	0.1796	163.595	168.317	0.123	0.905
EM	0.2466	8.2961	4.5118	0.0427	0.1648	163.826	168.548	0.114	0.941
Self(la)	0.2429	8.2081	4.4452	0.0423	0.1639	163.816	168.538	0.112	0.950
Elf(la)	0.2413	8.2045	4.4565	0.0431	0.1641	163.830	168.553	0.111	0.954
SELF(MCMC)	0.2412	8.1208	4.3904	0.0421	0.1644	163.771	168.493	0.106	0.968
ELF(MCMC)	0.2408	8.0702	4.4586	0.0421	0.1701	163.676	168.398	0.091	0.993