Table 1 Summed log-likelihoods and AIC values across participants for the full model (with free parameters \(\beta _d\), \(\beta _s\), and \(\lambda\)) and reduced models, from lowest to highest AIC.
Model | Log-likelihood | AIC |
|---|---|---|
Remove \(\lambda\) | \(-377.24\) | 790.48 |
Full model | \(-369.88\) | 793.76 |
Remove \(\beta _s\) | \(-383.29\) | 802.57 |
Remove \(\beta _s\), \(\lambda\) | \(-417.80\) | 853.60 |
Remove \(\beta _d\) | \(-456.57\) | 949.15 |
Remove \(\beta _d\), \(\lambda\) | \(-481.78\) | 981.56 |
Remove \(\beta _d\), \(\beta _s\) | \(-511.19\) | 1040.38 |