Diagnostic and Plotting Functions to Supplement 'bartCause'


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Documentation for package ‘plotBart’ version 0.1.7

Help Pages

lalonde Lalonde dataset
plot_balance Plot the balance
plot_CATE Plot the histogram or density of the Conditional Average Treatment Effect
plot_common_support Plot common support based on the standard deviation rule, chi squared rule, or both
plot_ICATE Plot Individual Conditional Average Treatment effects
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_density 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_PATE Plot histogram or density of Population Average Treatment Effect
plot_SATE Plot histogram or density of Sample Average Treatment Effects
plot_trace Trace plot the estimands of a 'bartCause::bartc()' model
plot_waterfall Plot a waterfall of the ICATEs