Relative bias* | Coverage probability† | CI mean width† | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mode | Median | Mean | Quantile | HPD | Quantile | HPD | ||||||||||
N | σ 1 | σ 2 | Gauss | Dirichlet | Gauss | Dirichlet | Gauss | Dirichlet | Gauss | Dirichlet | Gauss | Dirichlet | Gauss | Dirichlet | Gauss | Dirichlet |
200 | 0.07 | 0.07 | 0.0392 | −0.0294 | 0.0405 | −0.0087 | 0.0400 | −0.0177 | 0.623 | 0.947 | 0.631 | 0.926 | 0.020 | 0.066 | 0.020 | 0.069 |
200 | 0.08 | 0.05 | 0.1657 | −0.0064 | 0.1668 | 0.0281 | 0.1664 | 0.0082 | 0.000 | 0.956 | 0.000 | 0.943 | 0.020 | 0.080 | 0.020 | 0.087 |
200 | 0.10 | 0.05 | 0.1717 | −0.0107 | 0.1728 | 0.0167 | 0.1724 | 0.0023 | 0.000 | 0.959 | 0.000 | 0.945 | 0.020 | 0.069 | 0.021 | 0.074 |
100 | 0.07 | 0.07 | 0.0386 | −0.0394 | 0.0412 | −0.0093 | 0.0403 | −0.0223 | 0.792 | 0.944 | 0.797 | 0.922 | 0.029 | 0.082 | 0.029 | 0.086 |
100 | 0.08 | 0.05 | 0.1644 | −0.0074 | 0.1666 | 0.0340 | 0.1658 | 0.0112 | 0.000 | 0.960 | 0.000 | 0.947 | 0.029 | 0.093 | 0.029 | 0.100 |
100 | 0.10 | 0.05 | 0.1713 | −0.0118 | 0.1731 | 0.0206 | 0.1725 | 0.0039 | 0.000 | 0.961 | 0.000 | 0.948 | 0.025 | 0.077 | 0.026 | 0.082 |
50 | 0.07 | 0.07 | 0.0373 | −0.0413 | 0.0425 | −0.0063 | 0.0406 | −0.0215 | 0.879 | 0.971 | 0.884 | 0.952 | 0.042 | 0.100 | 0.041 | 0.096 |
50 | 0.08 | 0.05 | 0.1623 | 0.0007 | 0.1668 | 0.0483 | 0.1651 | 0.0243 | 0.017 | 0.969 | 0.020 | 0.960 | 0.041 | 0.114 | 0.041 | 0.106 |
50 | 0.10 | 0.05 | 0.1689 | 0.0032 | 0.1736 | 0.0431 | 0.1719 | 0.0244 | 0.012 | 0.963 | 0.015 | 0.962 | 0.042 | 0.102 | 0.042 | 0.096 |
30 | 0.07 | 0.07 | 0.0333 | −0.0219 | 0.0426 | 0.0015 | 0.0392 | −0.0081 | 0.923 | 0.982 | 0.929 | 0.974 | 0.055 | 0.102 | 0.054 | 0.098 |
30 | 0.08 | 0.05 | 0.1576 | 0.0394 | 0.1652 | 0.0705 | 0.1624 | 0.0589 | 0.111 | 0.961 | 0.127 | 0.962 | 0.054 | 0.117 | 0.053 | 0.111 |
30 | 0.10 | 0.05 | 0.1643 | 0.0498 | 0.1723 | 0.0679 | 0.1693 | 0.0629 | 0.091 | 0.944 | 0.104 | 0.951 | 0.055 | 0.104 | 0.054 | 0.100 |