Bayesian Probit Choice Modeling

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Documentation for package ‘RprobitB’ version 2.0.0

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

Help Pages

as_draws.RprobitB_fit	Convert a fitted model to posterior draws
bayes_factor	Compare models with a Bayes factor
class_updates	Update latent classes
coef.RprobitB_fit	Extract posterior coefficient summaries
coefficient_updates	Update coefficient distributions
confint.RprobitB_fit	Compute posterior credible intervals
d_to_gamma	Update utilities and thresholds
fit	Fit a Bayesian probit choice model
formula.RprobitB_fit	Extract the fitted formula
interpret	Interpret the estimates of a fitted choice model
latent_class_diagnostics	Diagnose latent-class occupancy and membership
logLik.RprobitB_fit	Extract the fitted log-likelihood
log_likelihood_ordered	Update utilities and thresholds
loo	Compute approximate leave-one-out cross-validation
loo.RprobitB_fit	Compute approximate leave-one-out cross-validation
model.frame.RprobitB_fit	Extract the fitted data
nobs.RprobitB_fit	Count independent likelihood units
plot.RprobitB_fit	Plot posterior draws
predict.RprobitB_fit	Predict choices
print.RprobitB_fit	Print a fitted choice model
print.RprobitB_interpretation	Interpret the estimates of a fitted choice model
print.summary.RprobitB_fit	Print a fitted model summary
residuals.RprobitB_fit	Extract choice residuals
sample_allocation	Update latent classes
summary.RprobitB_fit	Summarize a fitted choice model
update.RprobitB_fit	Update and refit a choice model
update_b	Update coefficient distributions
update_b_c	Update coefficient distributions
update_classes_dp	Update latent classes
update_classes_wb	Update latent classes
update_coefficient	Update coefficient distributions
update_d	Update utilities and thresholds
update_m	Update latent classes
update_Omega	Update coefficient distributions
update_Omega_c	Update coefficient distributions
update_s	Update latent classes
update_Sigma	Update utilities and thresholds
update_U	Update utilities and thresholds
update_U_ranked	Update utilities and thresholds
update_z	Update latent classes
utility_updates	Update utilities and thresholds
vcov.RprobitB_fit	Extract the posterior covariance matrix
WAIC	Compute the widely applicable information criterion