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model4you  

Stratified and Personalised Models Based on Model-Based Trees and Forests
View on CRAN: Click here


Download and install model4you package within the R console
Install from CRAN:
install.packages("model4you")

Install from Github:
library("remotes")
install_github("cran/model4you")

Install by package version:
library("remotes")
install_version("model4you", "0.9-8")



Attach the package and use:
library("model4you")
Maintained by
Heidi Seibold
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-16
Latest Update: 2021-01-20
Description:
Model-based trees for subgroup analyses in clinical trials and model-based forests for the estimation and prediction of personalised treatment effects (personalised models). Currently partitioning of linear models, lm(), generalised linear models, glm(), and Weibull models, survreg(), is supported. Advanced plotting functionality is supported for the trees and a test for parameter heterogeneity is provided for the personalised models. For details on model-based trees for subgroup analyses see Seibold, Zeileis and Hothorn (2016) ; for details on model-based forests for estimation of individual treatment effects see Seibold, Zeileis and Hothorn (2017) .
How to cite:
Heidi Seibold (2018). model4you: Stratified and Personalised Models Based on Model-Based Trees and Forests. R package version 0.9-8, https://cran.r-project.org/web/packages/model4you. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.9-0 (2018-01-16 16:24), 0.9-1 (2018-02-08 09:38), 0.9-2 (2018-06-15 11:19), 0.9-3 (2018-11-12 17:40), 0.9-5 (2020-02-19 10:20), 0.9-6 (2020-11-25 13:10), 0.9-7 (2021-01-20 17:10)
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