R: Efficient Bayesian Algorithms for Binary and Categorical Data Regression Models

# Efficient Bayesian Algorithms for Binary and Categorical Data Regression Models

## Documentation for package ‘UPG’ version 0.3.4

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

## Help Pages

coef.UPG.Binomial | Extract coefficients from UPG.Binomial objects
coef.UPG.Logit | Extract coefficients from UPG.Logit objects
coef.UPG.MNL | Extract coefficients from UPG.MNL objects
coef.UPG.Probit | Extract coefficients from UPG.Probit objects
lfp | Female labor force participation data.
logLik.UPG.Binomial | Compute log-likelihoods from UPG.Binomial objects
logLik.UPG.Logit | Compute log-likelihoods from UPG.Logit objects
logLik.UPG.MNL | Compute log-likelihoods from UPG.MNL objects
logLik.UPG.Probit | Compute log-likelihoods from UPG.Probit objects
plot.UPG.Binomial | Coefficient plots for UPG.Binomial objects
plot.UPG.Logit | Coefficient plots for UPG.Logit objects
plot.UPG.MNL | Coefficient plots for UPG.MNL objects
plot.UPG.Probit | Coefficient plots for UPG.Probit objects
predict.UPG.Binomial | Predicted probabilities from UPG.Binomial objects
predict.UPG.Logit | Predicted probabilities from UPG.Logit objects
predict.UPG.MNL | Predicted probabilities from UPG.MNL objects
predict.UPG.Probit | Predicted probabilities from UPG.Probit objects
print.UPG.Binomial | Print information for UPG.Binomial objects
print.UPG.Logit | Print information for UPG.Logit objects
print.UPG.MNL | Print information for UPG.MNL objects
print.UPG.Probit | Print information for UPG.Probit objects
program | Students program choices.
summary.UPG.Binomial | Estimation results and tables for UPG.Binomial objects
summary.UPG.Logit | Estimation results and tables for UPG.Logit objects
summary.UPG.MNL | Estimation results and tables for UPG.MNL objects
summary.UPG.Probit | Estimation result summary and tables for UPG.Probit objects
titanic | Grouped Titanic survival data.
UPG | Efficient MCMC Samplers for Bayesian probit regression and various logistic regression models
UPG.Diag | MCMC Diagnostics for 'UPG.Probit', 'UPG.Logit', 'UPG.MNL' and 'UPG.Binomial' objects using 'coda'
UPG.Diag.Binomial | MCMC Diagnostics for 'UPG.Binomial' objects
UPG.Diag.Logit | MCMC Diagnostics for 'UPG.Logit' objects
UPG.Diag.MNL | MCMC Diagnostics for 'UPG.MNL' objects
UPG.Diag.Probit | MCMC Diagnostics for UPG.Probit objects