Figure 1.

Total probability of misclassification as function of n_δ (rows 10, 100, 1,000, 10,000) under the three different prior settings for ${\sigma }_{\delta }^2$ (columns ${\sigma }_{\delta }^2$ = 1/9, ${\sigma }_{\delta }^2$ ∼ Inv-${\chi }_1^2$, ${\sigma }_{\delta }^2$ ∼ Pearson-VI (−0.75)). The points indicating minimum TPM are highlighted in black, all others are grey. The BF that uses the prior corresponding to the true model has minimum TPM. The ordinary t test using α = (0.001, 0.05) is shown as (T001, T05).