Package: ThresholdROCsurvival 1.2.1
ThresholdROCsurvival: Diagnostic Ability Assessment with Right-Censored Data at a Fixed Time t
We focus on the diagnostic ability assessment of medical tests when the outcome of interest is the status (alive or dead) of the subjects at a certain time-point t. This binary status is determined by right-censored times to event and it is unknown for those subjects censored before t. Here we provide three methods (unknown status exclusion, imputation of censored times and using time-dependent ROC curves) to evaluate the diagnostic ability of binary and continuous tests in this context. Two references for the methods used here are Skaltsa et al. (2010) <doi:10.1002/bimj.200900294> and Heagerty et al. (2000) <doi:10.1111/j.0006-341x.2000.00337.x>.
Authors:
ThresholdROCsurvival_1.2.1.tar.gz
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ThresholdROCsurvival_1.2.1.tgz(r-4.4-any)ThresholdROCsurvival_1.2.1.tgz(r-4.3-any)
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ThresholdROCsurvival.pdf |ThresholdROCsurvival.html✨
ThresholdROCsurvival/json (API)
# Install 'ThresholdROCsurvival' in R: |
install.packages('ThresholdROCsurvival', repos = c('https://spjaume.r-universe.dev', 'https://cloud.r-project.org')) |
- NSCLC - Non-small cell lung cancer (NSCLC) data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 months agofrom:8fa97934dc. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 10 2024 |
R-4.5-win | OK | Oct 10 2024 |
R-4.5-linux | OK | Oct 10 2024 |
R-4.4-win | OK | Oct 10 2024 |
R-4.4-mac | OK | Oct 10 2024 |
R-4.3-win | OK | Oct 10 2024 |
R-4.3-mac | OK | Oct 10 2024 |
Exports:diagnostic_assessment_binarydiagnostic_assessment_continuous
Dependencies:bootclidplyrfansiFNNgenericsglueGPArotationInformativeCensoringkernlabKernSmoothkslatticelifecyclemagrittrMASSMatrixmclustmgcvmnormtmulticoolmvtnormnlmenumDerivpillarpkgconfigplyrpracmapROCpsychR6RcpprlangsurvivalThresholdROCtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Diagnostic Ability Assessment with Right-Censored Data at a Fixed Time t | ThresholdROCsurvival-package |
Diagnostic ability assessment for binary diagnostic tests | diagnostic_assessment_binary |
Diagnostic ability assessment for continuous diagnostic tests | diagnostic_assessment_continuous |
Non-small cell lung cancer (NSCLC) data | NSCLC |