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dcurves: Decision Curve Analysis for Model Evaluation
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 
[aut, cre, cph],
Emily Vertosick [ctb] |
| 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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=dcurves
to link to this page.
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.