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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>.
| Version: | 1.2.1 |
| Depends: | R (≥ 4.0.0) |
| Imports: | boot, InformativeCensoring, pROC, psych, survival, ThresholdROC |
| Published: | 2024-03-21 |
| Author: | Sara Perez-Jaume [aut, cre], Josep L Carrasco [aut] |
| Maintainer: | Sara Perez-Jaume <spjaume at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | ThresholdROCsurvival results |
| Reference manual: | ThresholdROCsurvival.pdf |
| Package source: | ThresholdROCsurvival_1.2.1.tar.gz |
| Windows binaries: | r-devel: ThresholdROCsurvival_1.2.1.zip, r-release: ThresholdROCsurvival_1.2.1.zip, r-oldrel: ThresholdROCsurvival_1.2.1.zip |
| macOS binaries: | r-release (arm64): ThresholdROCsurvival_1.2.1.tgz, r-oldrel (arm64): ThresholdROCsurvival_1.2.1.tgz, r-release (x86_64): ThresholdROCsurvival_1.2.1.tgz, r-oldrel (x86_64): ThresholdROCsurvival_1.2.1.tgz |
| Old sources: | ThresholdROCsurvival archive |
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