Evaluation of fecal mRNA reproducibility via a marginal transformed mixture modeling approach

BMC Bioinformatics

Table 1 Summary Statistics of Simulation Scenario #1

*Data Generated from Beta-mixtures, Fit with Normal-mixtures*
Dataset
Fecal	Truth	0.700	0.328	0.446	-1.771	3.330
	Mean	0.725	0.302	0.440	-1.951	3.321
	Bias	0.025	-0.026	-0.006	-0.180	-0.009
	Std Dev	0.018	0.023	0.028	0.152	0.283
	MSE	0.031	0.035	0.029	0.235	0.283
Mucosal	Truth	0.800	-0.033	0.391	-2.090	2.722
	Mean	0.816	-0.049	0.398	-2.254	2.823
	Bias	0.016	-0.016	0.007	-0.164	0.101
	Std Dev	0.015	0.022	0.022	0.157	0.272
	RMSE	0.022	0.027	0.023	0.227	0.290

Summary statistics of simulation scenario #1. Monte Carlo mean, bias, standard deviation, and square-root MSE (RMSE) of upper mixture proportion μ_U, upper mixture mean μ_Uand variance , and lower mixture mean μ_Land variance from scenario #1.

ISSN: 1471-2105