Package: tehtuner 0.3.3
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_0.3.3.tar.gz
tehtuner_0.3.3.zip(r-4.7)tehtuner_0.3.3.zip(r-4.6)tehtuner_0.3.3.zip(r-4.5)
tehtuner_0.3.3.tgz(r-4.6-any)tehtuner_0.3.3.tgz(r-4.5-any)
tehtuner_0.3.3.tar.gz(r-4.7-any)tehtuner_0.3.3.tar.gz(r-4.6-any)
tehtuner_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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 from:3824aedbea. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 192 | ||
| source / vignettes | OK | 206 | ||
| linux-release-x86_64 | OK | 170 | ||
| macos-release-arm64 | OK | 134 | ||
| macos-oldrel-arm64 | OK | 196 | ||
| windows-devel | OK | 106 | ||
| windows-release | OK | 173 | ||
| windows-oldrel | OK | 125 | ||
| wasm-release | OK | 138 |
Exports:tunevt
Dependencies:base64encbitbit64bitopsbslibcachemcaToolsclicliprcodetoolscoincpp11crayoncvAUCdata.tabledata.treeDiagrammeRdigestdplyrearthevaluatefarverfastmapfontawesomeforeachFormulafsgamgenericsglmnetgluegplotsgtoolshighrhmshtmltoolshtmlwidgetsigraphiteratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelibcoinlifecyclemagrittrMASSMatrixmatrixStatsmemoisemimemodeltoolsmultcompmvtnormnnlspartypillarpkgconfigplotmoplotrixprettyunitsprogresspurrrR6randomForestSRCrappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrrlangrmarkdownROCRrpartrstudioapisandwichsassscalesshapestringistringrstrucchangeSuperLearnersurvivalTH.datatibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyamlzoo
