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discSurv (version 1.4.2)

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

1.4.2

License

GPL-3

Maintainer

Thomas Welchowski

Last Published

February 14th, 2022

Functions in discSurv (1.4.2)

adjDevResidShort

Adjusted Deviance Residuals in short format

brierScore

Brier Score Calculation

dataCensoring

Data Censoring Transformation

adjDevResid

Adjusted Deviance Residuals

contToDisc

Continuous to Discrete Transformation

concorIndex

Concordance Index

dataLong

Data Long Transformation

dataCensoringShort

Data Censoring Transformation for short formats

dataLongCompRisks

Data Long Competing Risks Transformation

aucUno

Area under the Curve Estimation

dataLongMultiSpell

Data Long Transformation for multi spell analysis

dataLongCompRisksTimeDep

Data Long Competing Risks Time Dependent Covariates Transformation

dataLongSubDist

Data Matrix and Weights for Discrete Subdistribution Hazard Models

dataLongTimeDep

Data Long Time Dependent Covariates

devResid

Deviance Residuals

plot.discSurvAdjDevResid

Plot method of class "discSurvAdjDevResid"

estSurv

Estimated Survival Function

estSurvCens

Estimated Survival Function

fprUno

False Positive Rate Uno

intPredErrDisc

Integrated Prediction Error Curve

gumbel

Gumbel Link Function

discSurv-package

Discrete Survival Analysis

evalCindex

Wrapper for evaluation of discrete concordance index

estMargProb

Estimated Marginal Probabilities

plot.discSurvTprUno

Plot method of class "discSurvTprUno"

devResidShort

Deviance Residuals

fprUnoShort

False Positive Rate for arbitrary predition models

predErrDiscShort

Prediction Error Curves for arbitrary prediction models

print.discSurvFprUno

Print method of class "discSurvFprUno"

evalIntPredErr

Wrapper function to compute the integrated prediction error

print.discSurvAdjDevResid

Print method of class "discSurvAdjDevResid"

print.discSurvMartingaleResid

Print method of class "discSurvMartingaleResid"

print.discSurvAucUno

Print method of class "discSurvAucUno"

print.discSurvLifeTable

Print method of class "discSurvLifeTable"

lifeTable

Life Table Construction and Estimates

plot.discSurvMartingaleResid

Plot method of class "discSurvMartingaleResid"

print.discSurvPredErrDisc

Print method of class "discSurvPredErrDisc"

plot.discSurvFprUno

Plot method of class "discSurvFprUno"

plot.discSurvAucUno

Plot method of class "discSurvAucUno"

tprUnoShort

True Positive Rate for arbitrary predition models

tprUno

True positive Rate Uno

summary.discSurvConcorIndex

Summary method of class "discSurvConcorIndex"

simCompRisk

Simulation of Competing Risks data

martingaleResid

Martingale Residuals

print.discSurvTprUno

Print method of class "discSurvTprUno"

print.discSurvDevResid

Print method of class "discSurvDevResid"

summary.discSurvPredErrDisc

Summary method of class "discSurvPredErrDisc"

print.discSurvSimCompRisk

Print method of class "discSurvSimCompRisk"

print.discSurvConcorIndex

Print method of class "discSurvConcorIndex"

tauToPearson

Transformation of Tau to Pearson correlation