Package: halfmoon 0.1.0.9000

Malcolm Barrett

halfmoon: Techniques to Build Better Balance

Build better balance in causal inference models. 'halfmoon' helps you assess propensity score models for balance between groups using metrics like standardized mean differences and visualization techniques like mirrored histograms. 'halfmoon' supports both weighting and matching techniques.

Authors:Malcolm Barrett [aut, cre, cph]

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

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

Bug tracker:https://github.com/r-causal/halfmoon/issues

Pkgdown site:https://r-causal.github.io

Datasets:

On CRAN:

Conda:

5.39 score 17 stars 72 scripts 293 downloads 17 exports 76 dependencies

Last updated 1 months agofrom:be787f213b. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 31 2025
R-4.5-winNOTEMar 31 2025
R-4.5-macNOTEMar 31 2025
R-4.5-linuxNOTEMar 31 2025
R-4.4-winNOTEMar 31 2025
R-4.4-macNOTEMar 31 2025
R-4.4-linuxNOTEMar 31 2025
R-4.3-winNOTEMar 31 2025
R-4.3-macNOTEMar 31 2025

Exports:add_ess_headerbind_matchescontainsends_withesseverythinggeom_ecdfgeom_lovegeom_mirror_histogramlast_collove_plotmatchesnum_rangeone_ofpeek_varsstarts_withtidy_smd

Dependencies:base64encbigDbitopsbslibcachemcardscardxclicolorspacecommonmarkcpp11curldigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtgtablegtsummaryhighrhtmltoolshtmlwidgetsisobandjquerylibjsonlitejuicyjuiceknitrlabelinglatticelifecyclelitedownmagrittrmarkdownMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigpurrrR6rappdirsRColorBrewerRcppreactablereactRrlangrmarkdownsassscalessmdstringistringrtibbletidyrtidyselecttidysmdtinytexutf8V8vctrsviridisLitewithrxfunxml2yaml