Table 3.
Parameter recovery study: Evaluation criteria (Correlations, Coverage, mMCSE), for parameters estimated from 100, and 500 simulated trials, respectively
Par. | r | mMCSEb | ||
---|---|---|---|---|
— 100 Trials — | ||||
a | .96 | 51 | 95 | 0.00486 |
.91 | 48 | 95 | 0.01796 | |
.91 | 50 | 95 | 0.01821 | |
.98 | 49 | 94 | 0.00063 | |
w | .87 | 50 | 95 | 0.00120 |
.68 | 48 | 94 | 0.01964 | |
.40 | 51 | 95 | 0.00564 | |
.83 | 47 | 96 | 0.00133 | |
— 500 Trials — | ||||
a | .99 | 49 | 94 | 0.00280 |
.97 | 49 | 95 | 0.01170 | |
.97 | 49 | 94 | 0.01170 | |
.99 | 49 | 94 | 0.00037 | |
w | .97 | 50 | 94 | 0.00063 |
.84 | 50 | 94 | 0.01486 | |
.62 | 50 | 95 | 0.00543 | |
.95 | 49 | 95 | 0.00071 |
Note. Par.=Parameters; r=Correlations (between true parameter values and posterior medians)
a Percent of simulated datasets with true value in the HDI of this percentage
b Mean of Monte Carlo standard error (mMCSE) across simulated datasets