Table 1.
Mean number of data-generation steps per final particle for each population, based on 1,000 particles, under algorithms ABC-PRC and ABC-REJ
t | ϵt | ABC-PRC | ABC-REJ |
|
---|---|---|---|---|
Prior | Posterior | |||
1 | 2.000 | 4.907 | – | – |
2 | 0.500 | 4.899 | – | – |
3 | 0.025 | 66.089 | 400.806 | 21.338 |
Total | 75.895 | 400.806 | 21.338 |
Final two columns use U(−10, 10) prior and known posterior mixture of normals as sampling distributions.