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discSurv (version 1.4.1)

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

1.4.1

License

GPL-3

Maintainer

Thomas Welchowski

Last Published

December 10th, 2019

Functions in discSurv (1.4.1)

dataLongCompRisks

Data Long Competing Risks Transformation

adjDevResidShort

Adjusted Deviance Residuals in short format

brierScore

Brier Score Calculation

contToDisc

Continuous to Discrete Transformation

aucUno

Area under the Curve Estimation

adjDevResid

Adjusted Deviance Residuals

dataLong

Data Long Transformation

concorIndex

Concordance Index

dataCensoring

Data Censoring Transformation

dataLongCompRisksTimeDep

Data Long Competing Risks Time Dependent Covariates Transformation

dataCensoringShort

Data Censoring Transformation for short formats

print.discSurvAucUno

Print method of class "discSurvAucUno"

dataLongMultiSpell

Data Long Transformation for multi spell analysis

print.discSurvAdjDevResid

Print method of class "discSurvAdjDevResid"

fprUnoShort

False Positive Rate for arbitrary predition models

estSurv

Estimated Survival Function

fprUno

False Positive Rate Uno

discSurv-package

Discrete Survival Analysis

lifeTable

Life Table Construction and Estimates

plot.discSurvAdjDevResid

Plot method of class "discSurvAdjDevResid"

print.discSurvConcorIndex

Print method of class "discSurvConcorIndex"

plot.discSurvAucUno

Plot method of class "discSurvAucUno"

estMargProb

Estimated Marginal Probabilities

summary.discSurvPredErrDisc

Summary method of class "discSurvPredErrDisc"

print.discSurvDevResid

Print method of class "discSurvDevResid"

tauToPearson

Transformation of Tau to Pearson correlation

martingaleResid

Martingale Residuals

print.discSurvTprUno

Print method of class "discSurvTprUno"

estSurvCens

Estimated Survival Function

dataLongSubDist

Data Matrix and Weights for Discrete Subdistribution Hazard Models

plot.discSurvFprUno

Plot method of class "discSurvFprUno"

print.discSurvSimCompRisk

Print method of class "discSurvSimCompRisk"

plot.discSurvMartingaleResid

Plot method of class "discSurvMartingaleResid"

predErrDiscShort

Prediction Error Curves for arbitrary prediction models

plot.discSurvTprUno

Plot method of class "discSurvTprUno"

evalIntPredErr

Wrapper function to compute the integrated prediction error

evalCindex

Wrapper for evaluation of discrete concordance index

simCompRisk

Simulation of Competing Risks data

summary.discSurvConcorIndex

Summary method of class "discSurvConcorIndex"

print.discSurvMartingaleResid

Print method of class "discSurvMartingaleResid"

print.discSurvPredErrDisc

Print method of class "discSurvPredErrDisc"

dataLongTimeDep

Data Long Time Dependent Covariates

intPredErrDisc

Integrated Prediction Error Curve

tprUno

True positive Rate Uno

gumbel

Gumbel Link Function

print.discSurvFprUno

Print method of class "discSurvFprUno"

print.discSurvLifeTable

Print method of class "discSurvLifeTable"

tprUnoShort

True Positive Rate for arbitrary predition models