Package: FusionForests 1.0.1

Tijn Jacobs

FusionForests: Bayesian Tree Ensembles for Data Fusion and Causal Inference

Bayesian tree ensemble models for data fusion and causal inference. The main model FusionForest() combines data from a randomised controlled trial and an observational study using separate tree forests, allowing for unmeasured confounding in the observational data. Continuous and (interval-)censored survival outcomes are supported. Posterior summaries of treatment effect estimates and interpretable linear projections are provided.

Authors:Tijn Jacobs [aut, cre]

FusionForests_1.0.1.tar.gz
FusionForests_1.0.1.zip(r-4.7-x86_64)FusionForests_1.0.1.zip(r-4.7-arm64)FusionForests_1.0.1.zip(r-4.6-x86_64)FusionForests_1.0.1.zip(r-4.6-arm64)FusionForests_1.0.1.zip(r-4.5-x86_64)
FusionForests_1.0.1.tgz(r-4.6-x86_64)FusionForests_1.0.1.tgz(r-4.6-arm64)FusionForests_1.0.1.tgz(r-4.5-x86_64)FusionForests_1.0.1.tgz(r-4.5-arm64)
FusionForests_1.0.1.tar.gz(r-4.7-arm64)FusionForests_1.0.1.tar.gz(r-4.7-x86_64)FusionForests_1.0.1.tar.gz(r-4.6-arm64)FusionForests_1.0.1.tar.gz(r-4.6-x86_64)
FusionForests_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
FusionForests/json (API)

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

Bug tracker:https://github.com/tijn-jacobs/fusionforests/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

3.60 score 547 downloads 13 exports 2 dependencies

Last updated from:5d46b9b4f2. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK119
linux-devel-x86_64OK141
source / vignettesOK293
linux-release-arm64OK115
linux-release-x86_64OK150
macos-release-arm64OK227
macos-release-x86_64OK452
macos-oldrel-arm64OK196
macos-oldrel-x86_64OK431
windows-devel-arm64OK527
windows-devel-x86_64OK187
windows-release-arm64OK367
windows-release-x86_64OK134
windows-oldrel-x86_64OK133
wasm-releaseOK102

Exports:CausalHorseForestCausalShrinkageForestfusion_estimandfusion_projectionFusionForestHorseTreesShrinkageTreesSimpleBARTSimpleBCFSurvivalBARTSurvivalBCFSurvivalDARTSurvivalShrinkageBCF

Dependencies:RcppShrinkageTrees