Other packages > Find by keyword >

clusteredMSM  

Nonparametric Analysis of Clustered Multistate Processes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("clusteredMSM", "0.1.0")



Attach the package and use:
library("clusteredMSM")
Maintained by
Giorgos Bakoyannis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-27
Latest Update: 2026-05-27
Description:
Nonparametric estimation of population-averaged transition probabilities, with cluster-bootstrap pointwise confidence intervals, simultaneous confidence bands, and two-sample Kolmogorov-Smirnov-type tests for clustered or independent multistate process data. Estimation follows Bakoyannis (2021) <doi:10.1111/biom.13327>; two-sample inference for the cluster-randomized and independent-samples designs follows Bakoyannis and Bandyopadhyay (2022) <doi:10.1007/s10463-021-00819-x>. Both methods use the working-independence Aalen-Johansen estimator. The package supports both progressive (acyclic) and non-monotone (e.g., illness-death with recovery) multistate processes, right censoring, left truncation, and informative cluster size. The user supplies data in interval format (one row per mutually-exclusive time interval per subject) and interacts with the package through a single formula-based function, patp().
How to cite:
Giorgos Bakoyannis (2026). clusteredMSM: Nonparametric Analysis of Clustered Multistate Processes. R package version 0.1.0, https://cran.r-project.org/web/packages/clusteredMSM. Accessed 29 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited clusteredMSM R package
View clusteredMSM citation profile
Other R packages that clusteredMSM depends, imports, suggests or enhances
Complete documentation for clusteredMSM
Functions, R codes and Examples using the clusteredMSM R package
Full clusteredMSM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  
rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  
DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
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  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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