Package: plotBart 0.1.30

Joseph Marlo

plotBart: Diagnostic and Plotting Functions to Supplement 'bartCause'

Functions to assist in diagnostics and plotting during the causal inference modeling process. Supplements the 'bartCause' package.

Authors:Joseph Marlo [aut, cre], George Perrett [aut]

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plotBart.pdf |plotBart.html✨
plotBart/json (API)
NEWS

# Install 'plotBart' in R:
install.packages('plotBart', repos = c('https://priism-center.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/priism-center/plotbart/issues

Datasets:

On CRAN:

bartcausal-inference

4.60 score 2 stars 20 scripts 153 downloads 23 exports 50 dependencies

Last updated 6 months agofrom:9b1f826c42. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-winNOTENov 21 2024
R-4.5-linuxNOTENov 21 2024
R-4.4-winNOTENov 21 2024
R-4.4-macNOTENov 21 2024
R-4.3-winNOTENov 21 2024
R-4.3-macNOTENov 21 2024

Exports:plot_balanceplot_CATEplot_common_supportplot_covarianceplot_ICATEplot_moderator_c_binplot_moderator_c_loessplot_moderator_c_pdplot_moderator_dplot_moderator_d_linerangeplot_moderator_searchplot_overlap_pScoresplot_overlap_varsplot_PATEplot_predicted_common_supportplot_residual_densityplot_SATEplot_traceplot_trankplot_waterfallprint_balanceprint_covariancetable_moderator_c_bin

Dependencies:bartCauseclicolorspacecpp11crayondbartsdplyrfansifarverforcatsgenericsGGallyggdendroggplot2ggstatsgluegtablehmsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcpprlangrpartscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Modifying plots

Rendered frommodifying-plots.Rmdusingknitr::rmarkdownon Nov 21 2024.

Last update: 2022-09-28
Started: 2021-12-28

Readme and manuals

Help Manual

Help pageTopics
Lalonde datasetlalonde
Plot the balanceplot_balance
Plot the histogram or density of the Conditional Average Treatment Effectplot_CATE
Plot common support based on the standard deviation rule, chi squared rule, or bothplot_common_support
Plot the covarianceplot_covariance
Plot Individual Conditional Average Treatment effectsplot_ICATE
Auto-Bin a plot of a continuous moderating variable into a discrete moderating variableplot_moderator_c_bin
LOESS plot of a continuous moderating variableplot_moderator_c_loess
Partial dependency plot of a continuous moderating variableplot_moderator_c_pd
Plot the Conditional Average Treatment Effect conditional on a discrete moderatorplot_moderator_d
Plot the posterior interval of the Conditional Average Treatment Effect grouped by a discrete variableplot_moderator_d_linerange
Plot a single regression tree of covariates on ICATEsplot_moderator_search
Plot the overlap via propensity score methodplot_overlap_pScores
Plot the overlap of variablesplot_overlap_vars
Plot histogram or density of Population Average Treatment Effectplot_PATE
Plot a regression tree predicting variables with lack of overlapplot_predicted_common_support
Plot the model residualplot_residual_density
Plot histogram or density of Sample Average Treatment Effectsplot_SATE
Trace plot the estimands of a `bartCause::bartc()` modelplot_trace
Trace rank plot the estimands of a `bartCause::bartc()` modelplot_trank
Plot a waterfall of the ICATEsplot_waterfall
Print balance statisticsprint_balance
Print covariance statisticsprint_covariance
Auto-Bin a table of a continuous moderating variable into a discrete moderating variabletable_moderator_c_bin