Other packages > Find by keyword >

FastJM  

Semi-Parametric Joint Modeling of Longitudinal and Survival Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FastJM", "1.7.1")



Attach the package and use:
library("FastJM")
Maintained by
Shanpeng Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-06
Latest Update: 2025-07-24
Description:
Maximum likelihood estimation for the semi-parametric joint modeling of competing risks and longitudinal data applying customized linear scan algorithms, proposed by Li and colleagues (2022) . The time-to-event data is modelled using a (cause-specific) Cox proportional hazards regression model with time-fixed covariates. The longitudinal outcome is modelled using a linear mixed effects model. The association is captured by shared random effects. The model is estimated using an Expectation Maximization algorithm.
How to cite:
Shanpeng Li (2022). FastJM: Semi-Parametric Joint Modeling of Longitudinal and Survival Data. R package version 1.7.1, https://cran.r-project.org/web/packages/FastJM. Accessed 08 Oct. 2026.
Previous versions and publish date:
1.0.0 (2022-01-06 11:10), 1.0.1 (2022-01-12 00:02), 1.1.0 (2022-02-08 08:50), 1.1.1 (2022-02-14 09:50), 1.1.2 (2022-02-16 18:00), 1.1.3 (2022-06-01 18:50), 1.2.0 (2022-08-06 08:40), 1.3.1 (2023-03-26 18:00), 1.4.0 (2023-10-10 23:40), 1.4.1 (2024-01-09 10:40), 1.4.2 (2024-03-01 01:12), 1.5.0 (2025-06-22 11:00), 1.5.1 (2025-07-24 02:10), 1.5.2 (2025-10-18 08:10), 1.5.3 (2025-11-08 15:00), 1.6.0 (2026-03-28 17:00), 1.7.0 (2026-07-21 23:00), (2026-08-21 12:20)
Other packages that cited FastJM R package
View FastJM citation profile
Other R packages that FastJM depends, imports, suggests or enhances
Complete documentation for FastJM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
Download / Learn more Package Citations See dependency  
imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  
kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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