RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (2023.08.28) of this package.
Take me there.
prodlim (version 1.4.5)
Product-limit estimation. Kaplan-Meier and Aalen-Johansson method for censored event history (survival) analysis
Description
Fast and user friendly implementation of nonparametric estimators for censored event history (survival) analysis.
Copy Link
Copy
Link to current version
Version
Version
2023.08.28
2023.03.31
2019.11.13
2019.10.13
2018.04.18
1.6.1
1.5.9
1.5.7
1.5.5
1.5.1
1.5.0
1.4.5
1.4.3
1.4.2
1.3.7
1.3.5
1.3.3
1.3.2
1.3.1
1.2.9
1.2.1
1.1.3
1.0.5
Down Chevron
Install
install.packages('prodlim')
Monthly Downloads
119,135
Version
1.4.5
License
GPL (>= 2)
Maintainer
Thomas Alexander Gerds
Last Published
September 2nd, 2014
Functions in prodlim (1.4.5)
Search functions
getEvent
Extract a column from an event history object.
Hist
Create an event history response variable
quantile.prodlim
Quantiles for Kaplan-Meier and Aalen-Johansen estimates.
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.
clusterTestData
Data set with a clustered data structure, for testing the product limit method.
SimCompRisk
Simulate competing risks data
SmartControl
Function to facilitate the control of arguments passed to subroutines.
summary.Hist
Summary of event histories
atRisk
Drawing numbers of subjects at-risk of experiencing an event below Kaplan-Meier and Aalen-Johannsen plots.
getStates
States of a multi-state model
model.design
Extract a design matrix and specials from a model.frame
crModel
Competing risks model for simulation
parseSpecialNames
Parse special terms
plot.Hist
Box-arrow diagrams for multi-state models.
survModel
Survival model for simulation
predict.prodlim
Predicting event probabilities from product limit estimates
leaveOneOut
Compute jackknife pseudo values.
jackknife
Compute jackknife pseudo values.
row.match
Identifying rows in a matrix or data.frame
plotIllnessDeathModel
Plotting an illness-death-model.
meanNeighbors
Helper function to obtain running means for prodlim objects.
NN
Dummy function
PercentAxis
Percentage-labeled axis.
EventHistory.frame
Event history frame
plot.prodlim
Plotting event probabilities over time
neighborhood
Nearest neighborhoods for kernel smoothing
prodlim
product limit method
summary.prodlim
Summary method for prodlim objects.
markTime
Marking product-limit plots at the censored times.
print.prodlim
Print objects in the prodlim library
SimSurv
Simulate survival data
sindex
Index for evaluation of step functions.
dimColor
Dim a given color to a specified density
predictSurvIndividual
Predict individual survival probabilities
plotCompetingRiskModel
Plotting a competing-risk-model.