All functions

anesthesia

Anaesthetist ratings for patient suitability for surgery

as_mcmc.list()

Convert a rater_fit object to a coda mcmc.list object.

caries

Dentist ratings of whether caries are healthy or not based on X-rays

class_probabilities()

Extract latent class probabilities from a rater fit object

get_stanfit()

Get the underlying stanfit object from a rater_fit object.

loo(<rater_fit>)

Compute the PSIS LOO CV - a measure of model fit - of a rater fit object.

make_complete_rating_design_sim_data()

Produce simulation data from a 'complete' rating design

make_theta()

Make a theta parameter

mcmc_diagnostics()

Retrieve MCMC convergence diagnostics for a rater fit

dawid_skene() hier_dawid_skene() class_conditional_dawid_skene()

Probabilistic models of repeated categorical rating

plot(<rater_fit>)

Plot a rater_fit object

point_estimate()

Extract point estimates of parameters from a fit object

posterior_interval(<mcmc_fit>)

Extract posterior intervals for parameters of the model

posterior_interval(<optim_fit>)

Extract posterior intervals for parameters of the model

posterior_predict(<rater_fit>)

Draw from the posterior predictive distribution

posterior_samples()

Extract posterior samples from a rater fit object

print(<mcmc_fit>)

Print a mcmc_fit object

print(<optim_fit>)

Print a optim_fit object

print(<rater_model>)

Print a rater_model object.

prior_summary(<rater_fit>)

Provide a summary of the priors specified in a rater_fit object.

rater-package

The 'rater' package.

rater()

Fit statistical models to repeated categorical rating data using Stan

simulate_dawid_skene_model()

Simulate data from the Dawid-Skene model

simulate_hier_dawid_skene_model()

Simulate data from the hierarchical Dawid-Skene model

summary(<mcmc_fit>)

Summarise a mcmc_fit object

summary(<optim_fit>)

Summarise an optim_fit object

summary(<rater_model>)

Summarise a rater_model.

waic(<rater_fit>)

Compute the WAIC - a measure of model fit - of a rater fit object.

wide_to_long()

Convert wide data to the long format