Package: tehtuner 0.3.2
tehtuner: Fit and Tune Models to Detect Treatment Effect Heterogeneity
Implements methods to fit Virtual Twins models (Foster et al. (2011) <doi:10.1002/sim.4322>) for identifying subgroups with differential effects in the context of clinical trials while controlling the probability of falsely detecting a differential effect when the conditional average treatment effect is uniform across the study population using parameter selection methods proposed in Wolf et al. (2022) <doi:10.1177/17407745221095855>.
Authors:
tehtuner_0.3.2.tar.gz
tehtuner_0.3.2.zip(r-4.5)tehtuner_0.3.2.zip(r-4.4)tehtuner_0.3.2.zip(r-4.3)
tehtuner_0.3.2.tgz(r-4.4-any)tehtuner_0.3.2.tgz(r-4.3-any)
tehtuner_0.3.2.tar.gz(r-4.5-noble)tehtuner_0.3.2.tar.gz(r-4.4-noble)
tehtuner_0.3.2.tgz(r-4.4-emscripten)tehtuner_0.3.2.tgz(r-4.3-emscripten)
tehtuner.pdf |tehtuner.html✨
tehtuner/json (API)
NEWS
# Install 'tehtuner' in R: |
install.packages('tehtuner', repos = c('https://jackmwolf.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jackmwolf/tehtuner/issues
- tehtuner_example - Simulated example data
clinical-trialsheterogeneity-of-treatment-effectsubgroup-identification
Last updated 1 years agofrom:bbacf0f019. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win | OK | Oct 31 2024 |
R-4.5-linux | OK | Oct 31 2024 |
R-4.4-win | OK | Oct 31 2024 |
R-4.4-mac | OK | Oct 31 2024 |
R-4.3-win | OK | Oct 31 2024 |
R-4.3-mac | OK | Oct 31 2024 |
Exports:tunevt
Dependencies:base64encbitbit64bitopsbslibcachemcaToolsclicliprcodetoolscoincolorspacecpp11crayoncvAUCdata.tabledata.treeDiagrammeRdigestdplyrearthevaluatefansifarverfastmapfontawesomeforeachFormulafsgamgenericsglmnetgluegplotsgtoolshighrhmshtmltoolshtmlwidgetsigraphiteratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelibcoinlifecyclemagrittrMASSMatrixmatrixStatsmemoisemimemodeltoolsmultcompmunsellmvtnormnnlspartypillarpkgconfigplotmoplotrixprettyunitsprogresspurrrR6randomForestSRCrappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrrlangrmarkdownROCRrpartrstudioapisandwichsassscalesshapestringistringrstrucchangeSuperLearnersurvivalTH.datatibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyamlzoo