Table 3.
Preposterior bias for the specified model:
{
(λ)}− λtr
| Δtr = 0 | Δtr = 0.25 | Δtr = 0.5 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| H = 1 | 2 | 3 | H = 1 | 2 | 3 | H = 1 | 2 | 3 | |
| unif. var. | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.02 |
| unif. shrink | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.01 | 0.02 | 0.03 |
| half-Cauchy | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.04 | 0.01 | 0.03 | 0.04 |
| unif. sd | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.05 | 0.01 | 0.02 | 0.04 |
| inv. gamma | 0.00 | 0.00 | 0.00 | 0.03 | 0.05 | 0.07 | 0.03 | 0.05 | 0.07 |
|
| |||||||||
| emp. Bayes | 0.00 | 0.00 | 0.00 | 0.03 | 0.04 | 0.05 | 0.02 | 0.02 | 0.03 |
| spike & slab | 0.00 | 0.00 | 0.00 | 0.03 | 0.03 | 0.04 | 0.02 | 0.02 | 0.02 |
| Gamma(1,0.01) | 0.00 | 0.00 | 0.00 | 0.05 | 0.06 | 0.07 | 0.07 | 0.08 | 0.08 |
|
| |||||||||
| homogeneity | 0.00 | 0.00 | 0.00 | 0.10 | 0.14 | 0.17 | 0.19 | 0.28 | 0.34 |