Cumulative Link Models with 'CmdStanR'


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Documentation for package ‘clmstan’ version 0.1.1

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c.clm_prior_spec Combine Multiple Prior Specifications
cauchy Cauchy Distribution for Prior Specification
clmstan-class clmstan S3 Class
clm_prior Prior Specification for clmstan
clm_stan Fit a Cumulative Link Model using CmdStanR
coef.clmstan Extract coefficients from clmstan objects
diagnostics MCMC Diagnostics for clmstan objects
diagnostics.clmstan MCMC Diagnostics for clmstan objects
extract_acf Extract ACF values from clmstan object
fitted.clmstan Fitted values for clmstan objects
flat Flat (Improper Uniform) Prior Distribution
gamma Gamma Distribution for Prior Specification
is.clmstan Check if object is clmstan
link_functions Available Link Functions
loo.clmstan Leave-One-Out Cross-Validation for clmstan objects
normal Normal Distribution for Prior Specification
plot.clmstan Plot method for clmstan objects
posterior_predict.clmstan Posterior predictive distribution for clmstan objects
predict.clmstan Predict method for clmstan objects
print.clmstan Print method for clmstan objects
print.clm_dist Print method for clm_dist objects
print.clm_prior Print method for clm_prior objects
print.clm_prior_list Print method for clm_prior_list objects
print.clm_prior_spec Print method for clm_prior_spec objects
print.summary.clmstan Print method for summary.clmstan objects
prior Specify Prior Distributions
student_t Student-t Distribution for Prior Specification
summary.clmstan Summary method for clmstan objects
supported_links Get supported link functions
supported_thresholds Get supported threshold structures
waic.clmstan Widely Applicable Information Criterion for clmstan objects