TABLE 3.
DIC values for the community and calibration samples indicating model fit for each model.
DIC |
||
Model | Community sample | Calibration sample |
PVL-Delta-TD | –31461.25 | –68394.44 |
PVL-Delta-TI | –31210.48 | –68102.44 |
PVL-Decay-TD | –31245.04 | –65478.23 |
PVL-Decay-TI | –30271.01 | –63966.25 |
Values for the selected model are in boldface. Lower DIC values represent better fit compared to other models tested on the same data set. DIC values are group-level statistics. Delta = Delta learning rule; Decay = decay-reinforcement learning rule; TD = trial-dependent choice rule; TI = trial-independent choice rule.