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prodlim (version 1.3.3)
Product Limit Estimation for event history and survival analysis
Description
Fast and user friendly nonparametric estimation in censored survival (event history) analysis.
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Install
install.packages('prodlim')
Monthly Downloads
119,135
Version
1.3.3
License
GPL (>= 2)
Maintainer
Thomas Alexander Gerds
Last Published
January 8th, 2013
Functions in prodlim (1.3.3)
Search functions
confInt
Add point-wise confidence limits to the graphs of Kaplan-Meier and Aalen-Johannsen estimates of survival and cumulative incidence.
row.match
Identifying rows in a matrix or data.frame
getEvent
Extract a column from an event history object.
atRisk
Drawing numbers of subjects at-risk of experiencing an event below Kaplan-Meier and Aalen-Johannsen plots.
Hist
Create an event history response variable
quantile.prodlim
Quantiles for Kaplan-Meier and Aalen-Johannsen estimates.
plot.prodlim
Plotting event probabilities over time
meanNeighbors
Helper function to obtain running means for prodlim objects.
summary.Hist
Summary of event histories
sampleCompriskFrame
Dummy data set used for illustrating the use of some functions in the package.
markTime
Marking product-limit plots at the censored times.
plotCompetingRiskModel
Plotting a competing-risk-model.
clusterTestData
Data set with a clustered data structure, for testing the product limit method.
summary.prodlim
Summary method for prodlim objects.
PercentAxis
Percentage-labeled axis.
plot.SimSurv
Plot simulated survival data
predictSurvIndividual
Predict individual survival probabilities
SimSurv
Simulating survival data
plot.Hist
Box-arrow diagrams for multi-state models.
SmartControl
Function to facilitate the control of arguments passed to subroutines.
print.prodlim
Print objects in the prodlim library
neighborhood
Symmetric neighborhoods for kernel smoothing
predict.prodlim
Predicting event probabilities from product limit estimates
NN
Dummy function
prodlim
product limit method
sindex
Index for evaluation of step functions.
plotIllnessDeathModel
Plotting an illness-death-model.
jackknife
Compute jackknife pseudo values.
backGround
Background and grid color control.