Audit posterior predictive calibration on explicit evaluation data

Audit posterior predictive calibration on explicit evaluation data

Usage

audit_pupil_predictive_calibration(
  fit,
  newdata,
  ndraws = 500L,
  probability = 0.9,
  population_only = FALSE,
  allow_new_levels = FALSE
)

Arguments

fit

An advanced fitted model.

newdata

Evaluation data containing the pupil response.

ndraws

Number of posterior predictive draws.

probability

Interval probability.

population_only

Exclude group-level effects if TRUE.

allow_new_levels

Passed to brms prediction.

Value

A predictive-score object with evaluation metadata.