discSurv: Discrete Time Survival Analysis

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Provides data transformations, estimation utilities, predictive evaluation measures and simulation functions for discrete time survival analysis.

Author
Thomas Welchowski <welchow@imbie.meb.uni-bonn.de> and Matthias Schmid <matthias.schmid@imbie.uni-bonn.de>
Date of publication
2016-05-10 10:30:34
Maintainer
Thomas Welchowski <welchow@imbie.meb.uni-bonn.de>
License
GPL-3
Version
1.1.3

View on CRAN

Man pages

adjDevResid
Adjusted Deviance Residuals
adjDevResidShort
Adjusted Deviance Residuals in short format
aucUno
Area under the Curve Estimation
brierScore
Brier Score Calculation
concorIndex
Concordance Index
contToDisc
Continuous to Discrete Transformation
dataCensoring
Data Censoring Transformation
dataLong
Data Long Transformation
dataLongCompRisks
Data Long Competing Risks Transformation
dataLongTimeDep
Data Long Time Dependent Covariates
devResid
Deviance Residuals
devResidShort
Deviance Residuals
discSurv-package
Discrete Survival Analysis
estMargProb
Estimated Marginal Probabilities
estSurv
Estimated Survival Function
fprUno
False Positive Rate Uno
fprUnoShort
False Positive Rate for arbitrary predition models
gumbel
Gumbel Link Function
intPredErrDisc
Integrated Prediction Error Curve
lifeTable
Life Table Construction and Estimates
martingaleResid
Martingale Residuals
plot.discSurvAdjDevResid
Plot method of class "discSurvAdjDevResid"
plot.discSurvAucUno
Plot method of class "discSurvAucUno"
plot.discSurvFprUno
Plot method of class "discSurvFprUno"
plot.discSurvMartingaleResid
Plot method of class "discSurvMartingaleResid"
plot.discSurvTprUno
Plot method of class "discSurvTprUno"
predErrDiscShort
Prediction Error Curves for arbitrary prediction models
print.discSurvAdjDevResid
Print method of class "discSurvAdjDevResid"
print.discSurvAucUno
Print method of class "discSurvAucUno"
print.discSurvConcorIndex
Print method of class "discSurvConcorIndex"
print.discSurvDevResid
Print method of class "discSurvDevResid"
print.discSurvFprUno
Print method of class "discSurvFprUno"
print.discSurvLifeTable
Print method of class "discSurvLifeTable"
print.discSurvMartingaleResid
Print method of class "discSurvMartingaleResid"
print.discSurvPredErrDisc
Print method of class "discSurvPredErrDisc"
print.discSurvSimCompRisk
Print method of class "discSurvSimCompRisk"
print.discSurvTprUno
Print method of class "discSurvTprUno"
simCompRisk
Simulation of Competing Risks data
summary.discSurvConcorIndex
Summary method of class "discSurvConcorIndex"
summary.discSurvPredErrDisc
Summary method of class "discSurvPredErrDisc"
tauToPearson
Transformation of Tau to Pearson correlation
tprUno
True positive Rate Uno
tprUnoShort
True Positive Rate for arbitrary predition models

Files in this package

discSurv
discSurv/tests
discSurv/tests/UnitTestsDiscSurvEstimation.R
discSurv/tests/UnitTestsDiscSurvSimulation.R
discSurv/tests/UnitTestsDiscSurvEvalShort.R
discSurv/tests/UnitTestsDiscSurvDataTransform.R
discSurv/tests/UnitTestsDiscSurvLifeTable.R
discSurv/tests/UnitTestsDiscSurvEvaluation.R
discSurv/NAMESPACE
discSurv/R
discSurv/R/DiscSurvEvaluation.R
discSurv/R/DiscSurvSimulation.R
discSurv/R/DiscSurvLifeTable.R
discSurv/R/DiscSurvEstimation.R
discSurv/R/DiscSurvDataTransform.R
discSurv/MD5
discSurv/DESCRIPTION
discSurv/man
discSurv/man/print.discSurvAdjDevResid.Rd
discSurv/man/fprUno.Rd
discSurv/man/dataCensoring.Rd
discSurv/man/devResid.Rd
discSurv/man/martingaleResid.Rd
discSurv/man/plot.discSurvAdjDevResid.Rd
discSurv/man/tprUnoShort.Rd
discSurv/man/simCompRisk.Rd
discSurv/man/summary.discSurvPredErrDisc.Rd
discSurv/man/tprUno.Rd
discSurv/man/predErrDiscShort.Rd
discSurv/man/print.discSurvConcorIndex.Rd
discSurv/man/contToDisc.Rd
discSurv/man/summary.discSurvConcorIndex.Rd
discSurv/man/plot.discSurvFprUno.Rd
discSurv/man/print.discSurvAucUno.Rd
discSurv/man/discSurv-package.Rd
discSurv/man/intPredErrDisc.Rd
discSurv/man/dataLongTimeDep.Rd
discSurv/man/print.discSurvSimCompRisk.Rd
discSurv/man/print.discSurvDevResid.Rd
discSurv/man/print.discSurvPredErrDisc.Rd
discSurv/man/tauToPearson.Rd
discSurv/man/brierScore.Rd
discSurv/man/adjDevResidShort.Rd
discSurv/man/aucUno.Rd
discSurv/man/concorIndex.Rd
discSurv/man/devResidShort.Rd
discSurv/man/gumbel.Rd
discSurv/man/estSurv.Rd
discSurv/man/plot.discSurvTprUno.Rd
discSurv/man/print.discSurvTprUno.Rd
discSurv/man/dataLongCompRisks.Rd
discSurv/man/estMargProb.Rd
discSurv/man/print.discSurvLifeTable.Rd
discSurv/man/dataLong.Rd
discSurv/man/adjDevResid.Rd
discSurv/man/print.discSurvFprUno.Rd
discSurv/man/print.discSurvMartingaleResid.Rd
discSurv/man/plot.discSurvMartingaleResid.Rd
discSurv/man/lifeTable.Rd
discSurv/man/plot.discSurvAucUno.Rd
discSurv/man/fprUnoShort.Rd