Table. 1 Model variables and group-level priors
From: Controllability changes pain perception by increasing the precision of expectations
Model parameters | Hyperpriors | Description |
|---|---|---|
μ0, VAS 30 | N (30, 100) | Prior mean for low intensity |
μ0, VAS 50 | N (50, 100) | Prior mean for medium intensitya |
μ0, VAS 70 | N (70, 100) | Prior mean for high intensity |
log (σμ0) | N (1.5, 0.5) | Standard deviation of prior means |
α | N (0.5, 0.3) | Scaling parameter |
h | N (0, 1) | Habituation term |
log (τ0) | N (1.5, 0.5) | Prior standard deviation |
log (τ1) | N (1.5, 0.5) | Posterior standard deviation |
μ1 | Posterior mean | |
wVAS 30 | Probability of low intensity | |
wVAS 50 | Probability of medium intensity | |
wVAS 70 | Probability of high intensity | |
Input | ||
yi | \(\in\) {30, 50, 70} | Likelihood mean |
t | ∈ [1,15] | Trial number |
Ratings | ∈ [0,100] | Pain ratings |