Function reference • plotBart

All functions

lalonde: Lalonde dataset

plot_CATE(): Plot the histogram or density of the Conditional Average Treatment Effect

plot_ICATE(): Plot Individual Conditional Average Treatment effects

plot_PATE(): Plot histogram or density of Population Average Treatment Effect

plot_SATE(): Plot histogram or density of Sample Average Treatment Effects

plot_balance(): Plot the balance

plot_common_support(): Plot common support based on the standard deviation rule, chi squared rule, or both

plot_covariance(): Plot the covariance

plot_moderator_c_bin(): Auto-Bin a plot of a continuous moderating variable into a discrete moderating variable

plot_moderator_c_loess(): LOESS plot of a continuous moderating variable

plot_moderator_c_pd(): Partial dependency plot of a continuous moderating variable

plot_moderator_d(): Plot the Conditional Average Treatment Effect conditional on a discrete moderator

plot_moderator_d_linerange(): Plot the posterior interval of the Conditional Average Treatment Effect grouped by a discrete variable

plot_moderator_search(): Plot a single regression tree of covariates on ICATEs

plot_overlap_pScores(): Plot the overlap via propensity score method

plot_overlap_vars(): Plot the overlap of variables

plot_predicted_common_support(): Plot a regression tree predicting variables with lack of overlap

plot_residual_density(): Plot the model residual

plot_trace(): Trace plot the estimands of a `bartCause::bartc()` model

plot_trank(): Trace rank plot the estimands of a `bartCause::bartc()` model

plot_waterfall(): Plot a waterfall of the ICATEs

print_balance(): Print balance statistics

print_covariance(): Print covariance statistics