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prodlim (version 1.3.7)

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

175,234

Version

1.3.7

License

GPL (>= 2)

Maintainer

Thomas Alexander Gerds

Last Published

April 26th, 2013

Functions in prodlim (1.3.7)

jackknife

Compute jackknife pseudo values.
clusterTestData

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

Helper function to obtain running means for prodlim objects.
PercentAxis

Percentage-labeled axis.
NN

Dummy function
plotCompetingRiskModel

Plotting a competing-risk-model.
markTime

Marking product-limit plots at the censored times.
prodlim

product limit method
quantile.prodlim

Quantiles for Kaplan-Meier and Aalen-Johannsen estimates.
summary.prodlim

Summary method for prodlim objects.
plot.SimSurv

Plot simulated survival data
row.match

Identifying rows in a matrix or data.frame
SmartControl

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

Summary of event histories
plotIllnessDeathModel

Plotting an illness-death-model.
neighborhood

Symmetric neighborhoods for kernel smoothing
sindex

Index for evaluation of step functions.
plot.prodlim

Plotting event probabilities over time
readFormula

Read a special formula
predictSurvIndividual

Predict individual survival probabilities
plot.Hist

Box-arrow diagrams for multi-state models.
SimSurv

Simulating survival data
print.prodlim

Print objects in the prodlim library
backGround

Background and grid color control.
confInt

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

Create an event history response variable
sampleCompriskFrame

Dummy data set used for illustrating the use of some functions in the package.
predict.prodlim

Predicting event probabilities from product limit estimates