Other packages > Find by keyword >

joineRML  

Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("joineRML", "0.4.6")



Attach the package and use:
library("joineRML")
Maintained by
Graeme L. Hickey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-27
Latest Update: 2023-01-20
Description:
Fits the joint model proposed by Henderson and colleagues (2000) , but extended to the case of multiple continuous longitudinal measures. The time-to-event data is modelled using a Cox proportional hazards regression model with time-varying covariates. The multiple longitudinal outcomes are modelled using a multivariate version of the Laird and Ware linear mixed model. The association is captured by a multivariate latent Gaussian process. The model is estimated using a Monte Carlo Expectation Maximization algorithm. This project was funded by the Medical Research Council (Grant number MR/M013227/1).
How to cite:
Graeme L. Hickey (2016). joineRML: Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes. R package version 0.4.6, https://cran.r-project.org/web/packages/joineRML. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.0 (2016-12-27 13:36), 0.1.1 (2016-12-30 17:17), 0.2.0 (2017-03-27 16:04), 0.2.1 (2017-04-25 23:34), 0.2.2 (2017-05-01 16:42), 0.3.0 (2017-07-23 18:25), 0.4.0 (2017-11-12 01:33), 0.4.1 (2018-01-21 21:11), 0.4.2 (2018-05-29 01:00), 0.4.3 (2020-02-17 12:50), 0.4.4 (2020-04-09 11:30), 0.4.5 (2021-01-05 17:10)
Other packages that cited joineRML R package
View joineRML citation profile
Other R packages that joineRML depends, imports, suggests or enhances
Complete documentation for joineRML
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  
bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
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  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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