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. 2017 Sep 20;119(6):402–410. doi: 10.1038/hdy.2017.58

Table 2. Model choice procedure of the ABC approaches used for comparing demographic scenarios of A. ostoyae in the Landes de Gascogne.

  Scenario 1 Scenario 2 Scenario 3 Scenario 4 Scenario 5 Scenario 6 Scenario 7
ABC–RF
 Votes (s.d.) 54.5 (± 5.6) 102.8 (± 7.7) 66.6 (± 8.0) 40.4 (± 6.4) 27.8 (± 3.9) 198.5 (± 8.9) 9.4 (± 2.8)
 Post. Prob. (s.d.) 0.22 (± 0.05)
 Prior error rate (s.d.) 73.8% (± 0.0%)
               
ABC-LDA
 Post. Prob. (95% CI) 0.15 (0.15–0.16) 0.28 (0.27–0.28) 0.07 (0.07–0.08) 0.1 (0.09–0.10) 0.11 (0.10–0.11) 0.27 (0.26–0.27) 0.03 (0.03–0.03)
Performance              
 D1 15.2% 12.4%* 8.9% 6.9% 12.2% 10.3%§ 5.6%
 D2 12.1%† 23.0% 4.9%† 10.5%† 6.5%† 18.3%†§ 2.1%†
 D3 11.1% 5.7%* 13.1% 5.2% 12.2% 6.9%§ 11.1%
 D4 15.2% 24.7%* 11.4% 49.4% 6.3% 15.2%§ 12.2%
 D5 15.3% 9.70%* 16.1% 2.3% 31.2% 21.2%§ 9.7%
 D6 8.8%‡ 11.5%*‡ 4.7%‡ 4.2%‡ 8.3%‡ 16.4% 2.0%‡
 D7 22.3% 13.00%* 40.9% 21.5% 23.3% 11.7%§ 57.3%

Abbreviations: ABC, approximate Bayesian computation; ABC-RF, ABC random forest; D, proportion of case in which the model choice procedure was able to select a scenario as the most probable with non-overlapping confidence intervals of the posterior probabilities of each scenario; Post. Prob., relative posterior probability for each scenario; s.d., s.d. over 10 replicate analyses.

The number of random forest votes of each scenario was averaged over 10 replicate analyses. For the ABC-RF analysis, the posterior probability and prior error rates of the best scenario were averaged over 10 replicate analyses. Type I or α error rates (risk to exclude the focal scenario when it is the true one) for scenario 2 and scenario 6 are indicated with ‘†’ and ‘‡’, respectively. Type II or β error rates (risk under scenario 2 (here: 9.1%) is marked with ‘*’ and under scenario 6 ‘§’. Demographic scenarios are shown in Figure 2.