Package: htetree 0.1.23
htetree: Causal Inference with Tree-Based Machine Learning Algorithms
Estimating heterogeneous treatment effects with tree-based machine learning algorithms and visualizing estimated results in flexible and presentation-ready ways. For more information, see Brand, Xu, Koch, and Geraldo (2021) <doi:10.1177/0081175021993503>. Our current package first started as a fork of the 'causalTree' package on 'GitHub' and we greatly appreciate the authors for their extremely useful and free package.
Authors:
htetree_0.1.23.tar.gz
htetree_0.1.23.zip(r-4.7-x86_64)htetree_0.1.23.zip(r-4.7-arm64)htetree_0.1.23.zip(r-4.6-x86_64)htetree_0.1.23.zip(r-4.6-arm64)htetree_0.1.23.zip(r-4.5-x86_64)
htetree_0.1.23.tgz(r-4.6-x86_64)htetree_0.1.23.tgz(r-4.6-arm64)htetree_0.1.23.tgz(r-4.5-x86_64)htetree_0.1.23.tgz(r-4.5-arm64)
htetree_0.1.23.tar.gz(r-4.7-arm64)htetree_0.1.23.tar.gz(r-4.7-x86_64)htetree_0.1.23.tar.gz(r-4.6-arm64)htetree_0.1.23.tar.gz(r-4.6-x86_64)
htetree_0.1.23.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
htetree/json (API)
| # Install 'htetree' in R: |
| install.packages('htetree', repos = c('https://jiahuixu1.r-universe.dev', 'https://cloud.r-project.org')) |
- simulation.1 - A Simulated Dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:ca3b77abdf. Checks:13 OK, 2 ERROR. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 149 | ||
| linux-devel-x86_64 | OK | 155 | ||
| source / vignettes | OK | 216 | ||
| linux-release-arm64 | OK | 151 | ||
| linux-release-x86_64 | OK | 149 | ||
| macos-release-arm64 | OK | 153 | ||
| macos-release-x86_64 | OK | 303 | ||
| macos-oldrel-arm64 | OK | 204 | ||
| macos-oldrel-x86_64 | OK | 328 | ||
| windows-devel-arm64 | ERROR | 323 | ||
| windows-devel-x86_64 | OK | 154 | ||
| windows-release-arm64 | ERROR | 344 | ||
| windows-release-x86_64 | OK | 108 | ||
| windows-oldrel-x86_64 | OK | 113 | ||
| wasm-release | OK | 141 |
Exports:bundScriptcausalForestcausalTreecausalTree.branchcausalTree.controlcausalTree.matrixcausalTreecallbackcausalTreecoclearTempest.causalTreeestimate.causalTreeformatggetDefaultPathgetDensitieshonest.causalTreehonest.est.causalTreehonest.est.rparttreehonest.rparttreehte_causalTreehte_foresthte_ipwhte_matchhte_plothte_plot_linehtetree.anovaimportanceinit.causalForestmakeplotsmatchinleavesmodel.frame.causalTreena.causalTreeplotOutcomespredict.causalForestrunDynamicsaveBCSSsaveFilessaveGCSSsaveIndsaveServsaveUI
Dependencies:base64encbslibcachemclicommonmarkdata.treeDiceKrigingdigestdplyrfastmapfontawesomeFormulafsgenericsgluegrfhtmltoolshttpuvinumjquerylibjsonlitelaterlatticelibcoinlifecyclelmtestmagrittrMASSMatchingMatrixmemoisemimemvtnormotelpartykitpillarpkgconfigpromisesR6rappdirsRcppRcppEigenrlangrpartrpart.plotsandwichsassshinysourcetoolsstringistringrstrucchangesurvivaltibbletidyselectutf8vctrswithrxtablezoo