Generalized Bayesian Additive Regression Trees
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Documentation for package ‘bartisan’ version 0.1.0
Help Pages
| bartisan-package | bartisan: Generalized Bayesian Additive Regression Trees |
| as_draws.bartisan_fit | Interfaces to other packages |
| bartisan | Fit a generalized Bayesian additive regression trees (BART) model |
| bartisan-families | Response families for generalized BART |
| bartisan-interop | Interfaces to other packages |
| bartisan-marginaleffects | Counterfactual estimands with marginaleffects |
| bartisan_control | Sampler and prior settings for 'bartisan()' |
| bcf | Bayesian causal forests |
| Beta | Response families for generalized BART |
| coef.bartisan_fit | Varying coefficients |
| custom_family | Fit a model to a likelihood written in R |
| diagnose | Check whether a fit converged and mixed |
| diagnose.bartisan_effect | Check whether a fit converged and mixed |
| diagnose.bartisan_fit | Check whether a fit converged and mixed |
| diagnose.default | Check whether a fit converged and mixed |
| dpm | Response families for generalized BART |
| dpm_aft | Response families for generalized BART |
| error_density | Error distribution of a Dirichlet process mixture fit |
| estimate_effect | Causal effects from a fitted model |
| family.bartisan_fit | Counterfactual estimands with marginaleffects |
| fitted.bartisan_fit | Interfaces to other packages |
| formula.bartisan_fit | Counterfactual estimands with marginaleffects |
| Gamma_ls | Response families for generalized BART |
| gaussian_ls | Response families for generalized BART |
| get_coef.bartisan_fit | Counterfactual estimands with marginaleffects |
| get_data.bartisan_fit | Counterfactual estimands with marginaleffects |
| get_group_names.bartisan_fit | Counterfactual estimands with marginaleffects |
| get_predict.bartisan_fit | Counterfactual estimands with marginaleffects |
| get_vcov.bartisan_fit | Counterfactual estimands with marginaleffects |
| kfold.bartisan_fit | Interfaces to other packages |
| loglogistic_aft | Response families for generalized BART |
| lognormal_aft | Response families for generalized BART |
| log_lik.bartisan_fit | Interfaces to other packages |
| loo.bartisan_fit | Interfaces to other packages |
| model.frame.bartisan_fit | Counterfactual estimands with marginaleffects |
| model_performance.bartisan_fit | Interfaces to other packages |
| multinomial | Response families for generalized BART |
| negbin | Response families for generalized BART |
| nobs.bartisan_fit | Counterfactual estimands with marginaleffects |
| ordbeta | Response families for generalized BART |
| ordinal | Response families for generalized BART |
| partial_dependence | Partial dependence on one or two predictors |
| ph | Response families for generalized BART |
| plot.bartisan_effect | Causal effects from a fitted model |
| plot.bartisan_error_density | Error distribution of a Dirichlet process mixture fit |
| plot.bartisan_fit | Partial dependence on one or two predictors |
| plot.bartisan_importance | How often each predictor is used |
| plot.bartisan_partial | Partial dependence on one or two predictors |
| plot.bcf_fit | Methods for Bayesian causal forest fits |
| posterior_epred.bartisan_fit | Interfaces to other packages |
| posterior_linpred.bartisan_fit | Interfaces to other packages |
| posterior_predict.bartisan_fit | Interfaces to other packages |
| pp_check.bartisan_fit | Interfaces to other packages |
| predict.bartisan_fit | Predictions from a generalized BART model |
| print.bartisan_effect | Causal effects from a fitted model |
| print.bartisan_fit | Summarize a generalized BART model |
| print.bartisan_partial | Partial dependence on one or two predictors |
| print.bartisan_prior_summary | Interfaces to other packages |
| print.bcf_fit | Methods for Bayesian causal forest fits |
| print.summary.bartisan_fit | Summarize a generalized BART model |
| prior_summary.bartisan_fit | Interfaces to other packages |
| r2.bartisan_fit | Interfaces to other packages |
| r2_posterior.bartisan_fit | Interfaces to other packages |
| ranef.bartisan_fit | Group intercepts from a random-effect term |
| residuals.bartisan_fit | Interfaces to other packages |
| rhc | Right heart catheterization in critically ill patients |
| set_coef.bartisan_fit | Counterfactual estimands with marginaleffects |
| sigma.bartisan_fit | Interfaces to other packages |
| simulate.bartisan_fit | Interfaces to other packages |
| summary.bartisan_fit | Summarize a generalized BART model |
| terms.bartisan_fit | Counterfactual estimands with marginaleffects |
| tweedie | Response families for generalized BART |
| variable_importance | How often each predictor is used |
| vc | Give a predictor a varying coefficient |
| waic.bartisan_fit | Interfaces to other packages |
| weibull_aft | Response families for generalized BART |
| weights.bartisan_fit | Interfaces to other packages |
| zi_negbin | Response families for generalized BART |
| zi_poisson | Response families for generalized BART |