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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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Version

Install

install.packages('prodlim')

Monthly Downloads

122,547

Version

1.3.3

License

GPL (>= 2)

Maintainer

Thomas Alexander Gerds

Last Published

January 8th, 2013

Functions in prodlim (1.3.3)

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.