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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.
| Version: | 0.1.0 |
| Imports: | cli, dsBase, stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-10-15 |
| DOI: | 10.32614/CRAN.package.dsFedAte |
| Author: | Francisco Andrade [aut, cre], Rémi Khellaf [aut], Julie Josse [aut] |
| Maintainer: | Francisco Andrade <francisco.de-lima-andrade at inria.fr> |
| License: | AGPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | dsFedAte results |
| Reference manual: | dsFedAte.html , dsFedAte.pdf |
| Package source: | dsFedAte_0.1.0.tar.gz |
| Windows binaries: | r-devel: dsFedAte_0.1.0.zip, r-release: dsFedAte_0.1.0.zip, r-oldrel: dsFedAte_0.1.0.zip |
| macOS binaries: | r-release (arm64): dsFedAte_0.1.0.tgz, r-oldrel (arm64): dsFedAte_0.1.0.tgz, r-release (x86_64): dsFedAte_0.1.0.tgz, r-oldrel (x86_64): dsFedAte_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.