Table 2.
Average values of the root-mean-square error (RMSE) for the MLE along with the density approximation error (DAE), the Hellinger distance (HD) and the Kullback–Leibler divergence (KLD) between the density of the MLE-centered normalized posterior distribution and a bivariate standard normal density, based on 1000 simulations of model (19) with , for different numbers of items d.
d | ||||
---|---|---|---|---|
10 | 1.4105 | 1.1416 | 0.1330 | 3.0803 |
20 | 0.8206 | 0.8267 | 0.0885 | 1.2698 |
30 | 0.6730 | 0.7272 | 0.0750 | 0.8601 |
40 | 0.5658 | 0.6314 | 0.0634 | 0.5922 |
50 | 0.4552 | 0.5222 | 0.0515 | 0.3850 |
60 | 0.3859 | 0.4510 | 0.0439 | 0.2776 |
70 | 0.3530 | 0.4184 | 0.0403 | 0.2303 |