Efficient Bayesian Algorithms for Binary and Categorical Data
Regression Models
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Documentation for package ‘UPG’ version 0.3.4
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 |