The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Fit calibrations curves for clinical prediction models and calculate several associated metrics (Eavg, E50, E90, Emax). Ideally predicted probabilities from a prediction model should align with observed probabilities. Calibration curves relate predicted probabilities (or a transformation thereof) to observed outcomes via a flexible non-linear smoothing function. 'pmcalibration' allows users to choose between several smoothers (regression splines, generalized additive models/GAMs, lowess, loess). Both binary and time-to-event outcomes are supported. See Van Calster et al. (2016) <doi:10.1016/j.jclinepi.2015.12.005>; Austin and Steyerberg (2019) <doi:10.1002/sim.8281>; Austin et al. (2020) <doi:10.1002/sim.8570>.
| Version: | 0.1.0 |
| Imports: | Hmisc, MASS, checkmate, chk, mgcv, splines, graphics, stats, methods, survival, pbapply, parallel |
| Suggests: | knitr, rmarkdown, data.table, ggplot2, rms, simsurv |
| Published: | 2023-09-06 |
| DOI: | 10.32614/CRAN.package.pmcalibration |
| Author: | Stephen Rhodes [aut, cre, cph] |
| Maintainer: | Stephen Rhodes <steverho89 at gmail.com> |
| BugReports: | https://github.com/stephenrho/pmcalibration/issues |
| License: | GPL-3 |
| URL: | https://github.com/stephenrho/pmcalibration |
| NeedsCompilation: | no |
| Citation: | pmcalibration citation info |
| Materials: | README NEWS |
| CRAN checks: | pmcalibration results |
| Reference manual: | pmcalibration.pdf |
| Vignettes: |
External validation using 'pmcalibration' Internal validation using 'pmcalibration' |
| Package source: | pmcalibration_0.1.0.tar.gz |
| Windows binaries: | r-devel: pmcalibration_0.1.0.zip, r-release: pmcalibration_0.1.0.zip, r-oldrel: pmcalibration_0.1.0.zip |
| macOS binaries: | r-release (arm64): pmcalibration_0.1.0.tgz, r-oldrel (arm64): pmcalibration_0.1.0.tgz, r-release (x86_64): pmcalibration_0.1.0.tgz, r-oldrel (x86_64): pmcalibration_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=pmcalibration 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.
Health stats visible at Monitor.