Behavioral modeling for the fMRI experiment
| Models | AIC | Predictors | t value | p value |
|---|---|---|---|---|
| 1 | 9806 | Consequencen | 8.50 | 1.04 × 10−9 |
| Intentionn | 9.18 | 1.75 × 10−10 | ||
| Consequencen−1 | 1.24 | 0.22 | ||
| Intentionn−1 | 0.96 | 0.34 | ||
| 2 | 9743 | Consequencen | 8.53 | 9.42 × 10−10 |
| Intentionn | 9.26 | 1.42 × 10−10 | ||
| Consequencen−1 | 1.21 | 0.23 | ||
| Intentionn−1 | 0.87 | 0.39 | ||
| Consequence × intentionn−1 | −0.15 | 0.88 | ||
| 3 | 9486 | Consequencen | 8.49 | 1.06 × 10−9 |
| Intentionn | 9.19 | 1.73 × 10−10 | ||
| Consequencen−1 | −1.18 | 0.25 | ||
| Intentionn−1 | 0.92 | 0.37 | ||
| Consequence × intentionn | 1.01 | 0.32 | ||
| 4 | 9521 | Consequencen | 8.56 | 8.89 × 10−10 |
| Intentionn | 9.26 | 1.43 × 10−10 | ||
| Consequencen−1 | −1.20 | 0.24 | ||
| Intentionn−1 | 0.97 | 0.34 | ||
| Consequence × intentionn | 1.57 | 0.13 | ||
| Consequence × intentionn−1 | 1.53 | 0.14 |
The model with the smaller AIC is better. The winning model (model 3) is indicated in bold.