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prodlim (version 1.2.1)
Product Limit Estimation
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
1.2.1
License
GPL (>= 2)
Maintainer
Thomas Alexander Gerds
Last Published
April 24th, 2011
Functions in prodlim (1.2.1)
Search functions
predict.prodlim
Predicting event probabilities from product limit estimates
plotIllnessDeathModel
Plotting an illness-death-model.
prodlim
product limit method
jackknife
Compute jackknife pseudo values.
markTime
Marking product-limit plots at the censored times.
SimSurv
Simulating survival data
Hist
Create an event history response variable
clusterTestData
Data set with a clustered data structure, for testing the product limit method.
quantile.prodlim
Quantiles for Kaplan-Meier and Aalen-Johannsen estimates.
plot.Hist
Box-arrow diagrams for multi-state models.
sindex
Index for evaluation of step functions.
row.match
Identifying rows in a matrix or data.frame
sampleCompriskFrame
Dummy data set used for illustrating the use of some functions in the package.
predictSurvIndividual
Predict individual survival probabilities
getEvent
Extract a column from an event history object.
print.prodlim
Print objects in the prodlim library
backGround
Background and grid color control.
summary.prodlim
Summary method for prodlim objects.
SmartControl
Function to facilitate the control of arguments passed to subroutines.
neighborhood
Symmetric neighborhoods for kernel smoothing
summary.Hist
Summary of event histories
atRisk
Drawing numbers of subjects at-risk of experiencing an event below Kaplan-Meier and Aalen-Johannsen plots.
meanNeighbors
Helper function to obtain running means for prodlim objects.
confInt
Add point-wise confidence limits to the graphs of Kaplan-Meier and Aalen-Johannsen estimates of survival and cumulative incidence.
NN
Dummy function
plot.prodlim
Plotting event probabilities over time
plot.SimSurv
Plot simulated survival data