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survivalREC  

Nonparametric Estimation of the Distribution of Gap Times for Recurrent Events
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("survivalREC", "1.1")



Attach the package and use:
library("survivalREC")
Maintained by
Gustavo Soutinho
[Scholar Profile | Author Map]
First Published: 2022-03-15
Latest Update: 2023-08-09
Description:
Provides estimates for the bivariate and trivariate distribution functions and bivariate and trivariate survival functions for censored gap times. Two approaches, using existing methodologies, are considered: (i) the Lin's estimator, which is based on the extension the Kaplan-Meier estimator of the distribution function for the first event time and the Inverse Probability of Censoring Weights for the second time (Lin DY, Sun W, Ying Z (1999) <doi:10.1093/biomet/86.1.59> and (ii) another estimator based on Kaplan-Meier weights (Una-Alvarez J, Meira-Machado L (2008) <https://w3.math.uminho.pt/~lmachado/Biometria_conference.pdf>). The proposed methods are the landmark estimators based on subsampling approach, and the estimator based on weighted cumulative hazard estimator. The package also provides nonparametric estimator conditional to a given continuous covariate. All these methods have been submitted to be published.
How to cite:
Gustavo Soutinho (2022). survivalREC: Nonparametric Estimation of the Distribution of Gap Times for Recurrent Events. R package version 1.1, https://cran.r-project.org/web/packages/survivalREC. Accessed 23 Apr. 2025.
Previous versions and publish date:
1.0 (2022-03-15 19:50)
Other packages that cited survivalREC R package
View survivalREC citation profile
Other R packages that survivalREC depends, imports, suggests or enhances
Complete documentation for survivalREC
Functions, R codes and Examples using the survivalREC R package
Some associated functions: Beran . IPCWdf . KM . KMW . KMW3df . KMWdf . LDM3df . LDMdf . LIN3df . LINdf . NWW . WCH3df . WCHdf . b3 . b3size . b3state . b3state2 . b4 . b4state . bladder3 . bladder3state . bladder4 . bladder4state . bladder5 . bladder5state . multidf . plot.multidf . 
Some associated R codes: Beran.R . IPCWdf.R . KM.R . KMW.R . KMW3df.R . KMWdf.R . LDM3df.R . LDMdf.R . LIN3df.R . LINdf.R . NWW.R . WCH3df.R . WCHdf.R . multidf.R . plot.multidf.R .  Full survivalREC package functions and examples
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