pec: Prediction Error Curves for Risk Prediction Models in Survival
Analysis
Validation of risk predictions obtained from survival models and
competing risk models based on censored data using inverse weighting and
cross-validation. Most of the 'pec' functionality has been moved to 'riskRegression'.
| Version: |
2022.05.04 |
| Depends: |
R (≥ 2.9.0), prodlim (≥ 1.4.9) |
| Imports: |
foreach (≥ 1.4.2), rms (≥ 4.2-0), survival (≥ 2.37-7), riskRegression (≥ 2020.02.05), lava (≥ 1.4.1), timereg (≥
1.8.9) |
| Suggests: |
party, cmprsk (≥ 2.2-7), rpart, Hmisc (≥ 3.14-4) |
| Enhances: |
crrstep, randomForestSRC |
| Published: |
2022-05-04 |
| Author: |
Thomas A. Gerds |
| Maintainer: |
Thomas A. Gerds <tag at biostat.ku.dk> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| Citation: |
pec citation info |
| Materials: |
README |
| In views: |
Survival |
| CRAN checks: |
pec results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: |
bnnSurvival, Landmarking, obliqueRSF, OSTE, pammtools, pcoxtime, survex, SurvMetrics, timeROC |
| Reverse suggests: |
censored, discSurv, mlr, randomForestSRC, riskRegression |
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