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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
2.0.0
1.4.2
1.4.1
1.4.0
1.3.4
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1.1.7
1.1.5
1.1.3
1.1.2
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1.0.0
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Install
install.packages('discSurv')
Monthly Downloads
520
Version
2.0.0
License
GPL-3
Maintainer
Thomas Welchowski
Last Published
March 2nd, 2022
Functions in discSurv (2.0.0)
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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