Statistical Models of Repeated Categorical Rating Data

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Documentation for package ‘rater’ version 1.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

rater-package	The 'rater' package.
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_conditional_dawid_skene	Probabilistic models of repeated categorical rating
class_probabilities	Extract latent class probabilities from a rater fit object
class_probabilities.mcmc_fit	Extract latent class probabilities from a rater fit object
class_probabilities.optim_fit	Extract latent class probabilities from a rater fit object
dawid_skene	Probabilistic models of repeated categorical rating
get_stanfit	Get the underlying 'stanfit' object from a 'rater_fit' object.
hier_dawid_skene	Probabilistic models of repeated categorical rating
loo	Compute the PSIS LOO CV - a measure of model fit - of 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
models	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	Extract posterior intervals for parameters of the model
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	Draw from the posterior predictive distribution
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	Provide a summary of the priors specified in a 'rater_fit' object.
prior_summary.rater_fit	Provide a summary of the priors specified in a 'rater_fit' object.
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	Compute the WAIC - a measure of model fit - of a rater fit object.
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