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 21 Aug. 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

artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
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  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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