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Diagnostic and prognostic models are typically evaluated with measures of accuracy that do not address clinical consequences. Decision-analytic techniques allow assessment of clinical outcomes, but often require collection of additional information may be cumbersome to apply to models that yield a continuous result. Decision curve analysis is a method for evaluating and comparing prediction models that incorporates clinical consequences, requires only the data set on which the models are tested, and can be applied to models that have either continuous or dichotomous results. See the following references for details on the methods: Vickers (2006) <doi:10.1177/0272989X06295361>, Vickers (2008) <doi:10.1186/1472-6947-8-53>, and Pfeiffer (2020) <doi:10.1002/bimj.201800240>.
Version: | 0.5.0 |
Depends: | R (≥ 3.5) |
Imports: | broom (≥ 0.7.10), dplyr (≥ 1.0.5), ggplot2 (≥ 3.3.3), glue (≥ 1.4.2), purrr (≥ 0.3.4), rlang (≥ 0.4.10), scales (≥ 1.1.1), survival, tibble (≥ 3.1.0) |
Suggests: | broom.helpers (≥ 1.15.0), covr (≥ 3.5.1), gtsummary (≥ 2.0.0), knitr (≥ 1.32), rmarkdown (≥ 2.7), spelling (≥ 2.2), testthat (≥ 3.0.2), tidyr (≥ 1.1.3) |
Published: | 2024-07-23 |
DOI: | 10.32614/CRAN.package.dcurves |
Author: | Daniel D. Sjoberg |
Maintainer: | Daniel D. Sjoberg <danield.sjoberg at gmail.com> |
BugReports: | https://github.com/ddsjoberg/dcurves/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/ddsjoberg/dcurves, https://www.danieldsjoberg.com/dcurves/ |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | dcurves results |
Reference manual: | dcurves.pdf |
Vignettes: |
Decision Curve Analysis |
Package source: | dcurves_0.5.0.tar.gz |
Windows binaries: | r-devel: dcurves_0.5.0.zip, r-release: dcurves_0.5.0.zip, r-oldrel: dcurves_0.5.0.zip |
macOS binaries: | r-release (arm64): dcurves_0.5.0.tgz, r-oldrel (arm64): dcurves_0.5.0.tgz, r-release (x86_64): dcurves_0.5.0.tgz, r-oldrel (x86_64): dcurves_0.5.0.tgz |
Old sources: | dcurves archive |
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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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