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discSurv (version 1.1.2)

Discrete Time Survival Analysis

Description

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

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Version

Install

install.packages('discSurv')

Monthly Downloads

469

Version

1.1.2

License

GPL-3

Maintainer

Thomas Welchowski

Last Published

November 8th, 2015

Functions in discSurv (1.1.2)

devResid

Deviance Residuals

estSurv

Estimated Survival Function

lifeTable

Life Table Construction and Estimates

print.discSurvAdjDevResid

Print method of class "discSurvAdjDevResid"

print.discSurvPredErrDisc

Print method of class "discSurvPredErrDisc"

concorIndex

Concordance Index

dataLong

Data Long Transformation

adjDevResidShort

Adjusted Deviance Residuals in short format

fprUno

False Positive Rate Uno

plot.discSurvMartingaleResid

Plot method of class "discSurvMartingaleResid"

contToDisc

Continuous to Discrete Transformation

print.discSurvMartingaleResid

Print method of class "discSurvMartingaleResid"

dataCensoring

Data Censoring Transformation

discSurv-package

Discrete Survival Analysis

plot.discSurvFprUno

Plot method of class "discSurvFprUno"

print.discSurvDevResid

Print method of class "discSurvDevResid"

devResidShort

Deviance Residuals

summary.discSurvPredErrDisc

Summary method of class "discSurvPredErrDisc"

print.discSurvTprUno

Print method of class "discSurvTprUno"

aucUno

Area under the Curve Estimation

summary.discSurvConcorIndex

Summary method of class "discSurvConcorIndex"

adjDevResid

Adjusted Deviance Residuals

print.discSurvFprUno

Print method of class "discSurvFprUno"

dataLongCompRisks

Data Long Competing Risks Transformation

predErrDiscShort

Prediction Error Curves for arbitrary prediction models

brierScore

Brier Score Calculation

plot.discSurvAucUno

Plot method of class "discSurvAucUno"

tauToPearson

Transformation of Tau to Pearson correlation

estMargProb

Estimated Marginal Probabilities

tprUno

True positive Rate Uno

print.discSurvLifeTable

Print method of class "discSurvLifeTable"

plot.discSurvTprUno

Plot method of class "discSurvTprUno"

fprUnoShort

False Positive Rate for arbitrary predition models

print.discSurvConcorIndex

Print method of class "discSurvConcorIndex"

print.discSurvSimCompRisk

Print method of class "discSurvSimCompRisk"

intPredErrDisc

Integrated Prediction Error Curve

dataLongTimeDep

Data Long Time Dependent Covariates

plot.discSurvAdjDevResid

Plot method of class "discSurvAdjDevResid"

print.discSurvAucUno

Print method of class "discSurvAucUno"

tprUnoShort

True Positive Rate for arbitrary predition models

gumbel

Gumbel Link Function

simCompRisk

Simulation of Competing Risks data

martingaleResid

Martingale Residuals