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Conduct power analyses and inference of marginal effects. Uses plug-in estimation and influence functions to perform robust inference, optionally leveraging historical data to increase precision with prognostic covariate adjustment. The methods are described in Højbjerre-Frandsen et al. (2025) <doi:10.48550/arXiv.2503.22284>.
Version: | 1.0.0 |
Imports: | cli, Deriv, dplyr, earth, generics, magrittr, options, parsnip, rlang, rsample, stats, stringr, tidyselect, tune, utils, workflowsets, xgboost, yardstick |
Suggests: | gggrid, ggplot2, knitr, LiblineaR, MASS, ranger, rmarkdown, testthat (≥ 3.0.0), withr |
Published: | 2025-04-08 |
DOI: | 10.32614/CRAN.package.postcard |
Author: | Mathias Lerbech Jeppesen [aut, cre], Emilie Hojbjerre-Frandsen [aut], Novo Nordisk A/S [cph] |
Maintainer: | Mathias Lerbech Jeppesen <mathiasljeppesen at outlook.com> |
BugReports: | https://github.com/NovoNordisk-OpenSource/postcard/issues |
License: | MIT + file LICENSE |
URL: | https://novonordisk-opensource.github.io/postcard/, https://github.com/NovoNordisk-OpenSource/postcard |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | postcard results |
Reference manual: | postcard.pdf |
Vignettes: |
Controlling behavior of model fitting functions (source, R code) Introduction to postcard (source, R code) Prospective Power Estimation (source, R code) |
Package source: | postcard_1.0.0.tar.gz |
Windows binaries: | r-devel: postcard_1.0.0.zip, r-release: postcard_1.0.0.zip, r-oldrel: not available |
macOS binaries: | r-devel (arm64): postcard_1.0.0.tgz, r-release (arm64): postcard_1.0.0.tgz, r-oldrel (arm64): postcard_1.0.0.tgz, r-devel (x86_64): postcard_1.0.0.tgz, r-release (x86_64): postcard_1.0.0.tgz, r-oldrel (x86_64): postcard_1.0.0.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.
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