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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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Version

Install

install.packages('prodlim')

Monthly Downloads

122,547

Version

1.3.1

License

GPL (>= 2)

Maintainer

Thomas Alexander Gerds

Last Published

February 14th, 2012

Functions in prodlim (1.3.1)

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.