Table 1 Comparison of fits of binomial linear mixed effects models to predict High choices in High/Low decisions
From: Local dynamics in decision making: The evolution of preference within and across decisions
Model | No. | Df | AIC | BIC | logLik | Chisq | Chi Df | Pr(>Chisq) |
|---|---|---|---|---|---|---|---|---|
Intercept only | 1 | 2 | 2757.19 | 2769.20 | −1376.60 |  |  |  |
Model 1 + Expt | 2 | 4 | 2754.05 | 2778.08 | −1373.03 | 7.14 | 2 | 0.0281 |
Model 1 + Expt*Trial | 3 | 7 | 2463.53 | 2505.58 | −1224.77 | 296.52 | 3 | 0.0000 |
Model 1 + Expt* log(Trial) | 4 | 7 | 2405.13 | 2447.18 | −1195.57 | 58.40 | 0 | 0.0000 |
