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

  1. aPrior (μ0) for all intensities in the unpredictable condition in the fixed versions of the models.