CRAN/E | pec

pec

Prediction Error Curves for Risk Prediction Models in Survival Analysis

Installation

About

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'.

Citation pec citation info

Key Metrics

Version 2023.04.12
R ≥ 2.9.0
Published 2023-04-11 374 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks pec results

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Maintainer

Maintainer

Thomas A. Gerds

tag@biostat.ku.dk

Authors

Thomas A. Gerds

Material

README
Reference manual
Package source

In Views

Survival

macOS

r-devel

arm64

r-release

arm64

r-oldrel

arm64

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pec archive

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

randomForestSRC

Reverse Imports

bnnSurvival
DynForest
Landmarking
obliqueRSF
OSTE
pammtools
pcoxtime
survex
SurvMetrics
timeROC

Reverse Suggests

adjustedCurves
censored
discSurv
mlr
randomForestSRC
riskRegression