Package: nsROC 1.1

Sonia Perez Fernandez

nsROC: Non-Standard ROC Curve Analysis

Tools for estimating Receiver Operating Characteristic (ROC) curves, building confidence bands, comparing several curves both for dependent and independent data, estimating the cumulative-dynamic ROC curve in presence of censored data, and performing meta-analysis studies, among others.

Authors:Sonia Perez Fernandez

nsROC_1.1.tar.gz
nsROC_1.1.tar.gz(r-4.5-noble)nsROC_1.1.tar.gz(r-4.4-noble)
nsROC_1.1.tgz(r-4.4-emscripten)nsROC_1.1.tgz(r-4.3-emscripten)
nsROC.pdf |nsROC.html✨
nsROC/json (API)

# Install 'nsROC' in R:
install.packages('nsROC', repos = 'https://cloud.r-project.org')
Datasets:

On CRAN:

Conda:

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

1.30 score 1 stars 198 downloads 2 mentions 19 exports 51 dependencies

Last updated 7 years agofrom:6539707642. Checks:1 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 22 2025
R-4.5-linuxNOTEMar 22 2025
R-4.4-linuxNOTEMar 22 2025

Exports:cdROCcdROC.defaultcheckROCcompareROCdepcompareROCdep.defaultcompareROCindepcompareROCindep.defaultgROCgROC.defaultmetaROCmetaROC.defaultplot.cdrocplot.grocplot.rocbandsprint.cdrocprint.grocprint.rocbandsROCbandsROCbands.default

Dependencies:ashbitopscliclustercolorspacedeSolvefansifarverfdafdsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRCurlrlangscalessdesurvivaltibbleutf8vctrsviridisLitewithrzoo

Citation

To cite package ‘nsROC’ in publications use:

Fernandez SP (2018). nsROC: Non-Standard ROC Curve Analysis. R package version 1.1, https://CRAN.R-project.org/package=nsROC.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {nsROC: Non-Standard ROC Curve Analysis},
    author = {Sonia Perez Fernandez},
    year = {2018},
    note = {R package version 1.1},
    url = {https://CRAN.R-project.org/package=nsROC},
  }

Readme and manuals

Help Manual

Help pageTopics
nsROCnsROC-package nsROC
Cumulative/dynamic ROC curve estimatecdROC cdROC.default
Check data to compute an ROC curvecheckROC
Comparison of k paired ROC curvescompareROCdep compareROCdep.default
Comparison of k independent ROC curvescompareROCindep compareROCindep.default
ROC curve estimation (generalization included)gROC gROC.default
Interleukin 6 (IL6) datainterleukin6
Non-parametric ROC curve estimate for meta-analysismetaROC metaROC.default
Plot an ROC curve objectplot.cdroc plot.groc plot.rocbands
Print an ROC curve objectprint.cdroc print.groc print.rocbands
Confidence bands for ROC curvesROCbands ROCbands.default