Table 2 |
||||||
|
Summary Statistics of Simulation Scenario #2 |
||||||
|
Data Generated from Normal-mixtures, Fit with Beta-mixtures |
||||||
|
|
||||||
|
Dataset |
|
|
|
|
|
|
|
|
||||||
|
Fecal |
Truth |
0.700 |
0.328 |
0.446 |
-1.771 |
3.330 |
|
Mean |
0.453 |
0.282 |
0.521 |
-1.995 |
3.409 |
|
|
Bias |
-0.247 |
-0.046 |
0.075 |
-0.224 |
0.079 |
|
|
Std Dev |
0.010 |
0.036 |
0.032 |
0.050 |
0.138 |
|
|
RMSE |
0.247 |
0.059 |
0.082 |
0.229 |
0.159 |
|
|
Mucosal |
Truth |
0.800 |
-0.033 |
0.391 |
-2.090 |
2.722 |
|
Mean |
0.527 |
-0.149 |
0.387 |
-1.691 |
2.546 |
|
|
Bias |
-0.273 |
-0.116 |
-0.004 |
0.399 |
-0.176 |
|
|
Std Dev |
0.011 |
0.031 |
0.023 |
0.049 |
0.111 |
|
|
RMSE |
0.273 |
0.120 |
0.023 |
0.402 |
0.208 |
|
|
|
||||||
|
Summary statistics of simulation scenario #2. Monte Carlo mean, bias, standard deviation,
and square-root MSE (RMSE) of upper mixture proportion μU, upper mixture mean μU and variance |
||||||
|
George et al. BMC Bioinformatics 2010 11:13 doi:10.1186/1471-2105-11-13 |
||||||
, and lower mixture mean μL and variance 
from scenario #2.
