Other packages > Find by keyword >

kmc  

Kaplan-Meier Estimator with Constraints for Right Censored Data – a Recursive Computational Algorithm
View on CRAN: Click here


Download and install kmc package within the R console
Install from CRAN:
install.packages("kmc")

Install from Github:
library("remotes")
install_github("cran/kmc")

Install by package version:
library("remotes")
install_version("kmc", "0.4-2")



Attach the package and use:
library("kmc")
Maintained by
Yifan Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-12-25
Latest Update: 2022-11-22
Description:
Given constraints for right censored data, we use a recursive computational algorithm to calculate the the "constrained" Kaplan-Meier estimator. The constraint is assumed given in linear estimating equations or mean functions. We also illustrate how this leads to the empirical likelihood ratio test with right censored data and accelerated failure time model with given coefficients. EM algorithm from emplik package is used to get the initial value. The properties and performance of the EM algorithm is discussed in Mai Zhou and Yifan Yang (2015) and Mai Zhou and Yifan Yang (2017) . More applications could be found in Mai Zhou (2015) .
How to cite:
Yifan Yang (2013). kmc: Kaplan-Meier Estimator with Constraints for Right Censored Data – a Recursive Computational Algorithm. R package version 0.4-2, https://cran.r-project.org/web/packages/kmc. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1-2 (2013-12-25 09:15), 0.2-2 (2015-11-23 12:20), 0.2-3 (2019-04-24 13:50), 0.2-4 (2020-03-16 14:30)
Other packages that cited kmc R package
View kmc citation profile
Other R packages that kmc depends, imports, suggests or enhances
Complete documentation for kmc
Functions, R codes and Examples using the kmc R package
Some associated functions: check_G_mat . kmc.bjtest . kmc.clean . kmc.solve . plotkmc . 
Some associated R codes: RcppExport.R . kmc.R . kmcmaskel.R .  Full kmc package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA