Package: pmcalibration
Type: Package
Title: Calibration Curves for Clinical Prediction Models
Version: 0.2.0
Authors@R: person(given = "Stephen", family = "Rhodes", email= "steverho89@gmail.com", role=c("aut", "cre", "cph"))
Maintainer: Stephen Rhodes <steverho89@gmail.com>
Description: 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>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.2
URL: https://github.com/stephenrho/pmcalibration,
        https://stephenrho.github.io/pmcalibration/
BugReports: https://github.com/stephenrho/pmcalibration/issues
Imports: Hmisc, MASS, mgcv, splines, graphics, stats, methods,
        survival, pbapply, parallel, grDevices
Suggests: rmarkdown, data.table, ggplot2, rms, simsurv
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://stephenrho.r-universe.dev
Date/Publication: 2025-02-21 22:12:07 UTC
RemoteUrl: https://github.com/stephenrho/pmcalibration
RemoteRef: HEAD
RemoteSha: 457645bfbf713cf7eafb0ef2ba4d041c710f49b6
NeedsCompilation: no
Packaged: 2026-10-16 06:48:27 UTC; root
Author: Stephen Rhodes [aut, cre, cph]