discSurv: Discrete Time Survival Analysis

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

AuthorThomas Welchowski <welchow@imbie.meb.uni-bonn.de> and Matthias Schmid <matthias.schmid@imbie.uni-bonn.de>
Date of publication2016-05-10 10:30:34
MaintainerThomas Welchowski <welchow@imbie.meb.uni-bonn.de>
LicenseGPL-3
Version1.1.3

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.