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prodlim (version 1.3.5)

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

1.3.5

License

GPL (>= 2)

Maintainer

Thomas Alexander Gerds

Last Published

April 23rd, 2013

Functions in prodlim (1.3.5)

jackknife

Compute jackknife pseudo values.
PercentAxis

Percentage-labeled axis.
getEvent

Extract a column from an event history object.
summary.Hist

Summary of event histories
NN

Dummy function
plotCompetingRiskModel

Plotting a competing-risk-model.
plotIllnessDeathModel

Plotting an illness-death-model.
predictSurvIndividual

Predict individual survival probabilities
neighborhood

Symmetric neighborhoods for kernel smoothing
prodlim

product limit method
sampleCompriskFrame

Dummy data set used for illustrating the use of some functions in the package.
plot.Hist

Box-arrow diagrams for multi-state models.
print.prodlim

Print objects in the prodlim library
plot.prodlim

Plotting event probabilities over time
clusterTestData

Data set with a clustered data structure, for testing the product limit method.
markTime

Marking product-limit plots at the censored times.
SimSurv

Simulating survival data
sindex

Index for evaluation of step functions.
meanNeighbors

Helper function to obtain running means for prodlim objects.
row.match

Identifying rows in a matrix or data.frame
atRisk

Drawing numbers of subjects at-risk of experiencing an event below Kaplan-Meier and Aalen-Johannsen plots.
backGround

Background and grid color control.
predict.prodlim

Predicting event probabilities from product limit estimates
summary.prodlim

Summary method for prodlim objects.
plot.SimSurv

Plot simulated survival data
SmartControl

Function to facilitate the control of arguments passed to subroutines.
Hist

Create an event history response variable
quantile.prodlim

Quantiles for Kaplan-Meier and Aalen-Johannsen estimates.
confInt

Add point-wise confidence limits to the graphs of Kaplan-Meier and Aalen-Johannsen estimates of survival and cumulative incidence.