Other packages > Find by keyword >

markovMSM  

Methods for Checking the Markov Condition in Multi-State Survival Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("markovMSM", "0.1.3")



Attach the package and use:
library("markovMSM")
Maintained by
Gustavo Soutinho
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-23
Latest Update: 2023-02-15
Description:
The inference in multi-state models is traditionally performed under a Markov assumption that claims that past and future of the process are independent given the present state. In this package, we consider tests of the Markov assumption that are applicable to general multi-state models. Three approaches using existing methodology are considered: a simple method based on including covariates depending on the history in Cox models for the transition intensities; methods based on measuring the discrepancy of the non-Markov estimators of the transition probabilities to the Markov Aalen-Johansen estimators; and, finally, methods that were developed by considering summaries from families of log-rank statistics where patients are grouped by the state occupied of the process at a particular time point (see Soutinho G, Meira-Machado L (2021) and Titman AC, Putter H (2020) ).
How to cite:
Gustavo Soutinho (2021). markovMSM: Methods for Checking the Markov Condition in Multi-State Survival Data. R package version 0.1.3, https://cran.r-project.org/web/packages/markovMSM. Accessed 27 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:28), 0.1.0 (2021-11-23 09:40), 0.1.1 (2022-09-29 22:00), 0.1.2 (2023-01-05 20:40)
Other packages that cited markovMSM R package
View markovMSM citation profile
Other R packages that markovMSM depends, imports, suggests or enhances
Complete documentation for markovMSM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  
lmmpar  
Parallel Linear Mixed Model
Embarrassingly Parallel Linear Mixed Model calculations spread across local cores which repeat until ...
Download / Learn more Package Citations See dependency  
Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
BetterReg  
Better Statistics for OLS and Binomial Logistic Regression
Provides squared semi partial correlations, tolerance, Mahalanobis, Likelihood Ratio Chi Square, and ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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