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.), normal and
transformed-normal (Box-Cox type) linear models, and continuous outcome logistic
regression. Models can be specified via a formula interface. Hyperparameter tuning
is facilitated through model-based optimization functionalities from package 'mlr3mbo'.
The accompanying vignette describes the methodology used in 'tramnet' in detail.
Transformation models and model-based optimization are described in
Hothorn et al. (2019)