Package: interflex 1.4.1.9000

Yiqing Xu

interflex: Estimation, Diagnostics and Visualization of Conditional Marginal Effects

Performs estimation, diagnostics, and visualization of conditional marginal effects and group average treatment effects of a treatment on an outcome across different values of a moderator. Optionally integrates with the 'mlr3extralearners' package for additional machine learning backends compatible with the double machine learning estimators. 'mlr3extralearners' is not on CRAN but can be obtained from <https://github.com/mlr-org/mlr3extralearners>.

Authors:Yiqing Xu [aut, cre], Jens Hainmueller [aut], Jonathan Mummolo [aut], Tianzhu Qin [aut], Jiehan Liu [aut], Ziyi Liu [aut]

interflex_1.4.1.9000.tar.gz
interflex_1.4.1.9000.zip(r-4.7-any)interflex_1.4.1.9000.zip(r-4.6-any)interflex_1.4.1.9000.zip(r-4.5-any)
interflex_1.4.1.9000.tgz(r-4.6-any)interflex_1.4.1.9000.tgz(r-4.5-any)
interflex_1.4.1.9000.tar.gz(r-4.7-any)interflex_1.4.1.9000.tar.gz(r-4.6-any)
interflex_1.4.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
interflex/json (API)

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

Bug tracker:https://github.com/xuyiqing/interflex/issues

Datasets:
  • app_adiguzel2023 - Replication Datasets from Published Interaction-Effect Studies
  • app_bb2024 - Replication Datasets from Published Interaction-Effect Studies
  • app_et2023 - Replication Datasets from Published Interaction-Effect Studies
  • app_hma2015 - Replication Datasets from Published Interaction-Effect Studies
  • app_vernby2013 - Replication Datasets from Published Interaction-Effect Studies

On CRAN:

Conda:

6.43 score 39 stars 77 scripts 915 downloads 2 exports 125 dependencies

Last updated from:6e79e4fc9d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK293
source / vignettesOK647
linux-releaseOK413
macos-releaseOK172
macos-oldrelOK305
windows-develOK171
windows-releaseOK204
windows-oldrelOK144
wasm-releaseOK336

Exports:inter.testinterflex

Dependencies:abindAERbackportsbbotkbootbroomcarcarDatacheckmatecliclusterGenerationcodetoolscolorspacecowplotcpp11data.tableDerivDiceKrigingdigestdoBydoFuturedoRNGDoubleMLdplyrdreamerrevaluatefarverfixestforeachforecastFormulafracdifffsfuturefuture.applygenericsggplot2ggplotifyglmnetglobalsgluegrfgridExtragridGraphicsgtableisobanditeratorslabelinglatticelfelgrlifecyclelistenvlme4LmomentslmtestmagrittrMASSMatrixMatrixModelsmatrixStatsmgcvminqamiraimlbenchmlr3mlr3learnersmlr3measuresmlr3miscmlr3tuningModelMetricsmodelrmoocoremvtnormnanonextnlmenloptrnnetnumDerivpalmerpenguinsparadoxparallellypbkrtestpcsepillarpkgconfigpROCprogressrPRROCpurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadstata13reformulasrlangrngtoolsS7sandwichscalesshapeSparseMstringistringmagicstringrsurvivaltibbletidyrtidyselecttimeDateurcautf8uuidvctrsviridisLitewithrxtableyulab.utilszoo