Table 4.
Sensitivity of inference to a different missing mechanism and random number of observations. The true values are x2 = −0.04, x3 = −0.48, and x4 = −0.66. Values in parentheses are standard deviations of the estimates. The ANOVA model involves the sample effect, peptide effect, and experimental effect
| Bayesian | ANOVA 1 | |||||
|---|---|---|---|---|---|---|
| x̂2 | x̂3 | x̂4 | x̂2 | x̂3 | x̂4 | |
| Bi(3,0.9) | −0.027 (0.064) | −0.486 (0.069) | −0.666 (0.091) | −0.058 (0.150) | −0.442 (0.073) | −0.587 (0.181) |
| Bi(3,0.2) | −0.055 (0.056) | −0.500 (0.069) | −0.651 (0.048) | −0.054 (0.086) | −0.512 (0.079) | −0.630 (0.033) |
| Poisson | −0.036 (0.101) | −0.473 (0.136) | −0.634 (0.131) | −0.036 (0.108) | −0.469 (0.182) | −0.619 (0.212) |