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tramnet  

Penalized Transformation Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tramnet", "0.0-8")



Attach the package and use:
library("tramnet")
Maintained by
Lucas Kook
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-20
Latest Update: 2023-03-10
Description:
Partially penalized versions of specific transformation models implemented in package 'mlt'. Available models include a fully parametric version of the Cox model, other parametric survival models (Weibull, etc.), models for binary and ordered categorical variables, normal and transformed-normal (Box-Cox type) linear models, and continuous outcome logistic regression. Hyperparameter tuning is facilitated through model-based optimization functionalities from package 'mlrMBO'. The accompanying vignette describes the methodology used in 'tramnet' in detail. Transformation models and model-based optimization are described in Hothorn et al. (2019) <doi:10.1111/sjos.12291> and Bischl et al. (2016) <doi:10.48550/arXiv.1703.03373>, respectively.
How to cite:
Lucas Kook (2020). tramnet: Penalized Transformation Models. R package version 0.0-8, https://cran.r-project.org/web/packages/tramnet. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.0-2 (2020-03-20 16:10), 0.0-3 (2020-05-14 19:10), 0.0-4 (2021-03-15 17:20), 0.0-5 (2021-03-16 11:40), 0.0-6 (2021-07-19 12:30), 0.0-7 (2022-08-22 15:50)
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