discSurv2.0.0 package

Discrete Time Survival Analysis

estMargProb

Estimated Marginal Probabilities

estMargProbCompRisks

Estimated Marginal Probabilities for Competing Risks

estRecal

Logistic recalibration based on linear predictors

estSurv

Estimated Survival Function

adjDevResid

Adjusted Deviance Residuals in short format

calibrationPlot

Calibration Plots

cIndex

Concordance index

cIndexCompRisks

Discrete concordance index for competing risks

compRisksGEE

GEE model for discrete competing risks

contToDisc

Continuous to Discrete Transformation

covarGEE

GEE covariance of all events for discrete competing risks

dataCensoring

Data Censoring Transformation for short formats

dataLong

Data Long Transformation

dataLongCompRisks

Data Long Competing Risks Transformation

dataLongCompRisksTimeDep

Data Long Competing Risks Time Dependent Covariates Transformation

dataLongMultiSpell

Data long transformation for multi spell analysis

dataLongSubDist

Data Matrix and Weights for Discrete Subdistribution Hazard Models

dataLongTimeDep

Data Long Time Dependent Covariates

devResid

Deviance Residuals

discSurv-package

Discrete Survival Analysis

estCumInz

Estimates Cumulative Incidence Function for Discrete Time Competing Ri...

estSurvCens

Estimated Survival Function of Censoring Process

estSurvCompRisks

Estimated Survival Function for Competing Risks

gumbel

Gumbel Link Function

intPredErr

Integrated prediction error

intPredErrCompRisks

Integrated Prediction Error for Competing Risks

lifeTable

Life Table Construction and Estimates

martingaleResid

Martingale Residuals

minNodePruning

Minimal Node Size Pruning

minNodePruningCompRisks

Minimal Node Size Pruning in the Presence of Competing Risks

plotCumInc

Plot Estimated Cumulative Incidence Function

plotSurv

Plot Estimated Survival Function

predErrCompRisks

Prediction Error Curves for Competing Risks

predErrCurve

Prediction Error Curves

survTreeLaplaceHazard

Laplace Hazards for a Competing Risk Survival Tree Object

survTreeLaplaceHazardRanger

Laplace Hazards for a Competing Risk Survival Tree Object

weightsLtoT

Compute Subdistribution Weights

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

  • Maintainer: Thomas Welchowski
  • License: GPL-3
  • Last published: 2022-03-02