Package: survAUC 1.3-0

survAUC: Estimators of Prediction Accuracy for Time-to-Event Data

Provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data.

Authors:Sergej Potapov, Werner Adler and Matthias Schmid.

survAUC_1.3-0.tar.gz
survAUC_1.3-0.zip(r-4.5)survAUC_1.3-0.zip(r-4.4)survAUC_1.2-0.zip(r-4.3)
survAUC_1.3-0.tgz(r-4.4-x86_64)survAUC_1.3-0.tgz(r-4.4-arm64)survAUC_1.2-0.tgz(r-4.3-arm64)survAUC_1.2-0.tgz(r-4.3-x86_64)
survAUC_1.3-0.tar.gz(r-4.5-noble)survAUC_1.3-0.tar.gz(r-4.4-noble)
survAUC_1.3-0.tgz(r-4.4-emscripten)survAUC_1.2-0.tgz(r-4.3-emscripten)
survAUC.pdf |survAUC.html✨
survAUC/json (API)
NEWS

# Install 'survAUC' in R:

install.packages('survAUC', repos = c('https://fbertran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fbertran/survauc/issues

Uses libs:

openblas– Optimized BLAS

On CRAN:

17 exports 2 stars 3.79 score 77 dependencies 4 dependents 22 mentions 175 scripts 1.7k downloads

Last updated 12 days agofrom:16a7efcb83. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 06 2024
R-4.5-win-x86_64	OK	Sep 06 2024
R-4.5-linux-x86_64	OK	Sep 06 2024
R-4.4-win-x86_64	OK	Sep 06 2024
R-4.4-mac-x86_64	OK	Sep 06 2024
R-4.4-mac-aarch64	OK	Sep 06 2024
R-4.3-win-x86_64	OK	Aug 01 2024
R-4.3-mac-aarch64	OK	Aug 01 2024
R-4.3-mac-x86_64	OK	Aug 01 2024

Exports:AUC.cd AUC.hc AUC.sh AUC.uno BeggC GHCI IntAUC Nagelk OXS predErr schemper sens.sh sens.uno spec.sh spec.uno UnoC XO

Dependencies:backports base64enc bslib cachem checkmate cli cluster codetools colorspace data.table digest evaluate fansi farver fastmap fontawesome foreign Formula fs ggplot2 glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix MatrixModels memoise mgcv mime multcomp munsell mvtnorm nlme nnet pillar pkgconfig polspline quantreg R6 rappdirs RColorBrewer rlang rmarkdown rms rpart rstudioapi sandwich sass scales SparseM stringi stringr survival TH.data tibble tinytex utf8 vctrs viridis viridisLite withr xfun yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
AUC estimator proposed by Chambless and Diao	AUC.cd
AUC estimator proposed by Hung and Chiang	AUC.hc
AUC estimator proposed by Song and Zhou	AUC.sh sens.sh spec.sh
AUC estimator proposed by Uno et al.	AUC.uno sens.uno spec.uno
C-statistic by Begg et al.	BeggC
Gonen and Heller's Concordance Index for Cox models	GHCI
Integration of time-dependent AUC curves	IntAUC
R2-type coefficients for Cox proportional hazards models	Nagelk OXS XO
Plot method for survAUC and survErr Objects	plot.survAUC plot.survErr
Distance-based estimators of survival predictive accuracy	predErr
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson	schemper
C-statistic by Uno et al.	UnoC

Usage by other packages (reverse dependencies)