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JMH  

Joint Model of Heterogeneous Repeated Measures and Survival Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("JMH", "1.0.3")



Attach the package and use:
library("JMH")
Maintained by
Shanpeng Li
[Scholar Profile | Author Map]
First Published: 2023-06-15
Latest Update: 2024-02-20
Description:
Maximum likelihood estimation for the semi-parametric joint modeling of competing risks and longitudinal data in the presence of heterogeneous within-subject variability, proposed by Li and colleagues (2023) . The proposed method models the within-subject variability of the biomarker and associates it with the risk of the competing risks event. The time-to-event data is modeled using a (cause-specific) Cox proportional hazards regression model with time-fixed covariates. The longitudinal outcome is modeled using a mixed-effects location and scale model. The association is captured by shared random effects. The model is estimated using an Expectation Maximization algorithm.
How to cite:
Shanpeng Li (2023). JMH: Joint Model of Heterogeneous Repeated Measures and Survival Data. R package version 1.0.3, https://cran.r-project.org/web/packages/JMH. Accessed 03 May. 2025.
Previous versions and publish date:
1.0.2 (2023-06-15 09:30)
Other packages that cited JMH R package
View JMH citation profile
Other R packages that JMH depends, imports, suggests or enhances
Complete documentation for JMH
Functions, R codes and Examples using the JMH R package
Full JMH package functions and examples
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