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prodlim (version 1.3.1)
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
1.3.1
License
GPL (>= 2)
Maintainer
Thomas Alexander Gerds
Last Published
February 14th, 2012
Functions in prodlim (1.3.1)
Search functions
quantile.prodlim
Quantiles for Kaplan-Meier and Aalen-Johannsen estimates.
plot.Hist
Box-arrow diagrams for multi-state models.
plot.SimSurv
Plot simulated survival data
backGround
Background and grid color control.
row.match
Identifying rows in a matrix or data.frame
markTime
Marking product-limit plots at the censored times.
predict.prodlim
Predicting event probabilities from product limit estimates
print.prodlim
Print objects in the prodlim library
jackknife
Compute jackknife pseudo values.
plot.prodlim
Plotting event probabilities over time
clusterTestData
Data set with a clustered data structure, for testing the product limit method.
prodlim
product limit method
SimSurv
Simulating survival data
summary.prodlim
Summary method for prodlim objects.
neighborhood
Symmetric neighborhoods for kernel smoothing
Hist
Create an event history response variable
SmartControl
Function to facilitate the control of arguments passed to subroutines.
sampleCompriskFrame
Dummy data set used for illustrating the use of some functions in the package.
meanNeighbors
Helper function to obtain running means for prodlim objects.
summary.Hist
Summary of event histories
NN
Dummy function
getEvent
Extract a column from an event history object.
predictSurvIndividual
Predict individual survival probabilities
plotIllnessDeathModel
Plotting an illness-death-model.
atRisk
Drawing numbers of subjects at-risk of experiencing an event below Kaplan-Meier and Aalen-Johannsen plots.
confInt
Add point-wise confidence limits to the graphs of Kaplan-Meier and Aalen-Johannsen estimates of survival and cumulative incidence.
PercentAxis
Percentage-labeled axis.
sindex
Index for evaluation of step functions.