discSurv (version 2.0.0)

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

2.0.0

License

GPL-3

Maintainer

Thomas Welchowski

Last Published

March 2nd, 2022

Functions in discSurv (2.0.0)

contToDisc

Continuous to Discrete Transformation

adjDevResid

Adjusted Deviance Residuals in short format

dataLong

Data Long Transformation

calibrationPlot

Calibration Plots

covarGEE

GEE covariance of all events for discrete competing risks

cIndex

Concordance index

compRisksGEE

GEE model for discrete competing risks

dataCensoring

Data Censoring Transformation for short formats

crash2

Crash 2 competing risk data

dataLongCompRisks

Data Long Competing Risks Transformation

cIndexCompRisks

Discrete concordance index for competing risks

discSurv-package

Discrete Survival Analysis

gumbel

Gumbel Link Function

dataLongMultiSpell

Data long transformation for multi spell analysis

survTreeLaplaceHazard

Laplace Hazards for a Competing Risk Survival Tree Object

print.discSurvPredErrDisc

Prediction Error Curves

dataLongSubDist

Data Matrix and Weights for Discrete Subdistribution Hazard Models

minNodePruningCompRisks

Minimal Node Size Pruning in the Presence of Competing Risks

estMargProb

Estimated Marginal Probabilities

dataLongCompRisksTimeDep

Data Long Competing Risks Time Dependent Covariates Transformation

intPredErr

Integrated prediction error

estMargProbCompRisks

Estimated Marginal Probabilities for Competing Risks

intPredErrCompRisks

Integrated Prediction Error for Competing Risks

plotCumInc

Plot Estimated Cumulative Incidence Function

devResid

Deviance Residuals

dataLongTimeDep

Data Long Time Dependent Covariates

unempMultiSpell

Multiple Spell employment data

survTreeLaplaceHazardRanger

Laplace Hazards for a Competing Risk Survival Tree Object

estCumInz

Estimates Cumulative Incidence Function for Discrete Time Competing Risks Models

lifeTable

Life Table Construction and Estimates

plotSurv

Plot Estimated Survival Function

minNodePruning

Minimal Node Size Pruning

martingaleResid

Martingale Residuals

estSurvCens

Estimated Survival Function of Censoring Process

estSurvCompRisks

Estimated Survival Function for Competing Risks

predErrCompRisks

Prediction Error Curves for Competing Risks

estRecal

Logistic recalibration based on linear predictors

estSurv

Estimated Survival Function

weightsLtoT

Compute Subdistribution Weights