Package: DistributionIV 0.1.3

DistributionIV: Distributional Instrumental Variable (DIV) Model

Distributional instrumental variable (DIV) model for estimation of the interventional distribution of the outcome Y under a do intervention on the treatment X. Instruments, predictors and targets can be univariate or multivariate. Functionality includes estimation of the (conditional) interventional mean and quantiles, as well as sampling from the fitted (conditional) interventional distribution.

Authors:Anastasiia Holovchak [aut, cre, ctb], Sorawit Saengkyongam [aut, ctb], Nicolai Meinshausen [aut, ctb], Xinwei Shen [aut, ctb]

DistributionIV_0.1.3.tar.gz
DistributionIV_0.1.3.zip(r-4.7-any)DistributionIV_0.1.3.zip(r-4.6-any)DistributionIV_0.1.3.zip(r-4.5-any)
DistributionIV_0.1.3.tgz(r-4.6-any)DistributionIV_0.1.3.tgz(r-4.5-any)
DistributionIV_0.1.3.tar.gz(r-4.7-any)DistributionIV_0.1.3.tar.gz(r-4.6-any)
DistributionIV_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
DistributionIV/json (API)

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

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 7 scripts 398 downloads 1 exports 2 dependencies

Last updated from:93a0f14f01. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK105
source / vignettesOK145
linux-releaseOK106
macos-releaseOK199
macos-oldrelOK178
windows-develOK73
windows-releaseOK58
windows-oldrelOK62
wasm-releaseOK81

Exports:div

Dependencies:backportscheckmate