simulation_based_calibration: Run simulation-based calibration

View source: R/021-validation-program.R

simulation_based_calibrationR Documentation

Run simulation-based calibration

Description

Run simulation-based calibration

Usage

simulation_based_calibration(
  simulator,
  fitter,
  posterior_draws,
  truth_extractor,
  replications = 100L,
  seed = 1L,
  ...
)

Arguments

simulator

Function returning simulated data and named truth.

fitter

Function receiving one simulation result.

posterior_draws

Function returning a numeric matrix/data frame whose columns are named parameters.

truth_extractor

Function returning a named numeric truth vector.

replications

Number of simulated data sets.

seed

Random seed.

...

Passed to 'simulator()'.

Value

An 'eye_sbc' object with parameter ranks and calibration summaries.


eyeprocess documentation built on Sept. 28, 2026, 5:08 p.m.