Package: tmle3mediate 0.0.3

Nima Hejazi

tmle3mediate: Targeted Learning for Causal Mediation Analysis

Targeted maximum likelihood (TML) estimation of population-level causal effects in mediation analysis. The causal effects are defined by joint static or stochastic interventions applied to the exposure and the mediator. Targeted doubly robust estimators are provided for the classical natural direct and indirect effects, as well as the more recently developed population intervention direct and indirect effects.

Authors:Nima Hejazi [aut, cre, cph], James Duncan [aut], David McCoy [aut], Mark van der Laan [ctb, ths]

tmle3mediate_0.0.3.tar.gz
tmle3mediate_0.0.3.zip(r-4.7-any)tmle3mediate_0.0.3.zip(r-4.6-any)tmle3mediate_0.0.3.zip(r-4.5-any)
tmle3mediate_0.0.3.tgz(r-4.6-any)tmle3mediate_0.0.3.tgz(r-4.5-any)
tmle3mediate_0.0.3.tar.gz(r-4.7-any)tmle3mediate_0.0.3.tar.gz(r-4.6-any)
tmle3mediate_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tmle3mediate/json (API)

# Install 'tmle3mediate' in R:
install.packages('tmle3mediate', repos = c('https://tlverse.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tlverse/tmle3mediate/issues

Pkgdown/docs site:https://tlverse.org

On CRAN:

Conda:

causal-inferencecausal-mediation-analysismachine-learningmediation-analysisstochastic-interventionstargeted-learningtreatment-effects

3.02 score 5 stars 21 scripts 10 exports 122 dependencies

Last updated from:70d1151c4a. Checks:8 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develERROR278
source / vignettesERROR252
linux-releaseERROR276
macos-releaseERROR195
macos-oldrelERROR259
windows-develERROR226
windows-releaseERROR216
windows-oldrelERROR230
wasm-releaseOK206

Exports:LF_ipsiParam_medshiftParam_NDEParam_NIEtmle_medshifttmle_NDEtmle_NIEtmle3_Spec_medshifttmle3_Spec_NDEtmle3_Spec_NIE

Dependencies:abindassertthatbackportsbase64encBBmiscbitopsbslibcachemcaretcaToolscheckmateclasscliclockcodetoolscpp11crayondata.tabledelayeddiagramdigestdplyre1071evaluatefarverfastmapfontawesomeforeachfsfuturefuture.applygenericsggplot2globalsgluegowergplotsgtablegtoolshardhathighrhmshtmltoolshtmlwidgetsigraphipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmemoisemimeModelMetricsmvtnormnlmennetnumDerivorigamiparallellypillarpkgconfigplyrprettyunitspROCprodlimprogressprogressrproxypurrrR.methodsS3R.ooR.utilsR6rappdirsrbibutilsRColorBrewerRcppRdpackrecipesreshape2rlangrmarkdownROCRrpartrstackdequeS7sassscalesshapesl3sparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetinytextmle3tzdbutf8uuidvctrsviridisLitevisNetworkwithrxfunyaml