Package: ggscidca 0.2.3

Qiang Liu

ggscidca: Plotting Decision Curve Analysis with Coloured Bars

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. The 'ggscidca' package adds coloured bars of discriminant relevance to the traditional decision curve. Improved practicality and aesthetics. This method was described by Balachandran VP (2015) <doi:10.1016/S1470-2045(14)71116-7>.

Authors:Qiang Liu [aut, cre]

ggscidca_0.2.3.tar.gz
ggscidca_0.2.3.tar.gz(r-4.5-noble)ggscidca_0.2.3.tar.gz(r-4.4-noble)
ggscidca_0.2.3.tgz(r-4.4-emscripten)ggscidca_0.2.3.tgz(r-4.3-emscripten)
ggscidca.pdf |ggscidca.html✨
ggscidca/json (API)

# Install 'ggscidca' in R:
install.packages('ggscidca', repos = 'https://cloud.r-project.org')
Datasets:
  • Breastcancer - A survival data on breast cancer.
  • LIRI - A data for random forest analysis.
  • demo - A medical examination related data.
  • df_surv - A data for competitive risk modelling.

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 322 downloads 7 exports 40 dependencies

Last updated 11 months agofrom:2a0de1d0f6. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 17 2025
R-4.5-linuxOKMar 17 2025
R-4.4-linuxOKMar 17 2025

Exports:cmprskstdcacox.tcdcadcanewcrrscidcastdcatcdca

Dependencies:classclicmprskcolorspacee1071fansifarverggplot2gluegtableisobandkernlablabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrproxyR6randomForestRColorBrewerRcppreshape2rlangscalesstringistringrsurvivaltibbleutf8vctrsviridisLitewithr

Citation

To cite package ‘ggscidca’ in publications use:

Liu Q (2024). ggscidca: Plotting Decision Curve Analysis with Coloured Bars. R package version 0.2.3, https://CRAN.R-project.org/package=ggscidca.

Corresponding BibTeX entry: 

  @Manual{,
    title = {ggscidca: Plotting Decision Curve Analysis with Coloured
      Bars},
    author = {Qiang Liu},
    year = {2024},
    note = {R package version 0.2.3},
    url = {https://CRAN.R-project.org/package=ggscidca},
  }