CRAN/E | tramnet

tramnet

Penalized Transformation Models

Installation

About

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) , respectively.

ctm.R-forge.R-project.org

Key Metrics

Version 0.0-8
R ≥ 3.5.0
Published 2023-03-10 384 days ago
Needs compilation? no
License GPL-2
CRAN checks tramnet results

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Maintainer

Maintainer

Lucas Kook

lucasheinrich.kook@gmail.com

Authors

Lucas Kook

cre / aut

Balint Tamasi

ctb

Sandra Siegfried

ctb

Samuel Pawel

ctb

Torsten Hothorn

ctb

Material

NEWS
Reference manual
Package source

Vignettes

tramnet

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tramnet archive

Depends

R ≥ 3.5.0
tram ≥ 0.3-2
CVXR ≥ 0.99-4
mlrMBO ≥1.1-2

Imports

mlt
basefun
sandwich
ParamHelpers
lhs
mlr
smoof
stats

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