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joineR
View on CRAN: Click
here
Download and install joineR package within the R console
Install from CRAN:
install.packages("joineR")
Install from Github:
library("remotes")
install_github("cran/joineR")
Install by package version:
library("remotes")
install_version("joineR", "1.2.8")
Attach the package and use:
library("joineR")
Maintained by
Graeme L. Hickey
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-03-30
Latest Update: 2023-01-22
Description:
Analysis of repeated measurements and time-to-event data via random
effects joint models. Fits the joint models proposed by Henderson and colleagues
(single event time) and by Williamson and
colleagues (2008) (competing risks events time) to a
single continuous repeated measure. The time-to-event data is modelled using a
(cause-specific) Cox proportional hazards regression model with time-varying
covariates. The longitudinal outcome is modelled using a linear mixed effects
model. The association is captured by a latent Gaussian process. The model is
estimated using am Expectation Maximization algorithm. Some plotting functions
and the variogram are also included. This project is funded by the Medical
Research Council (Grant numbers G0400615 and MR/M013227/1).
How to cite:
Graeme L. Hickey (2012). joineR: Joint Modelling of Repeated Measurements and Time-to-Event Data. R package version 1.2.8, https://cran.r-project.org/web/packages/joineR. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0-1 (2012-03-30 12:56), 1.0-2 (2012-06-05 15:25), 1.0-3 (2012-10-26 18:50), 1.1.0 (2017-02-02 08:24), 1.2.0 (2017-05-19 23:13), 1.2.1 (2017-07-24 23:24), 1.2.2 (2017-09-14 18:17), 1.2.3 (2018-02-06 13:39), 1.2.4 (2018-05-18 00:17), 1.2.5 (2020-02-08 18:50), 1.2.6 (2021-06-01 15:10), 1.2.7 (2023-01-18 12:50)
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Other R packages that joineR depends,
imports, suggests or enhances
Complete documentation for joineR
Functions, R codes and Examples using
the joineR R package
Some associated functions: UniqueVariables . aids . epileptic . heart.valve . joineR . joint . jointject . jointSE . jointdata . jointplot . lines.jointdata . liver . mental . plot.jointdata . plot.vargm . points.jointdata . sample.jointdata . simjoint . subset.jointdata . summary.joint . summary.jointdata . summarybal . to.balanced . to.unbalanced . variogram .
Some associated R codes: UniqueVariables.R . aids.R . emUpdate.R . emUpdateCR.R . epileptic.R . heart.valve.R . joineR-package.R . joint.R . jointject.R . jointSE.R . jointdata.R . jointplot.R . lines.jointdata.R . liver.R . longst.R . mental.R . plot.jointdata.R . plot.vargm.R . points.jointdata.R . prepLongData.R . prepSurvData.R . sample.jointdata.R . simdat.R . simjoint.R . subset.jointdata.R . summary.joint.R . summary.jointdata.R . summarybal.R . survst.R . to.balanced.R . to.unbalanced.R . utils.R . variogram.R . Full joineR package functions and examples
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