Package: dsFedAte 0.1.0

Francisco Andrade

dsFedAte: Server-Side Treatment Effect Computation for Federated Studies

Server-side 'DataSHIELD' package that computes local average treatment effect (ATE) statistics from arm-specific regression coefficients provided by the analyst. Implements the server-side component of the G-formula estimator from 'Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis' (R. Khellaf, A. Bellet and J. Josse, 2025), enforcing 'DataSHIELD' disclosure controls throughout.

Authors:Francisco Andrade [aut, cre], Rémi Khellaf [aut], Julie Josse [aut]

dsFedAte_0.1.0.tar.gz
dsFedAte_0.1.0.zip(r-4.7-any)dsFedAte_0.1.0.zip(r-4.6-any)
dsFedAte_0.1.0.tar.gz(r-4.7-any)dsFedAte_0.1.0.tar.gz(r-4.6-any)
dsFedAte_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dsFedAte/json (API)

# Install 'dsFedAte' in R:
install.packages('dsFedAte', repos = c('https://cran.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.

1.70 score 2 exports 111 dependencies

Last updated from:4ce98d0a08. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK209
source / vignettesOK212
linux-releaseOK154
windows-develOK119
windows-releaseOK108
wasm-releaseOK136

Exports:addStudyIdDSlocalAteDS

Dependencies:admiscaskpassbackportsbitbit64bootbroomcellrangerchildsdsclassclicliprcodetoolscolorspacecpp11crayoncurldata.tabledeldirDescToolsdplyrdsBasee1071Exactexpmfarverforcatsforeachfsgamlssgamlss.datagamlss.distgenericsggplot2gldglmnetgluegtablehavenhmshttrinterpisobanditeratorsjomojsonlitelabelinglatticelifecyclelme4lmomlubridatemagrittrMASSMatrixmicemimeminqamitmlmvtnormnlmenloptrnnetnumDerivopensslordinalpanpillarpkgconfigplyrpolycorprettyunitsprogressproxypurrrpurrrlyrR6RANNrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreadxlreformulasrematchreshape2rlangrootSolverpartrstudioapiS7scalesshapestringistringrsurvivalsystibbletidyrtidyselecttimechangetzdbucminfutf8vctrsVGAMviridisLitevroomwithr