plot.tramnet

plot method for class <code>"tramnet"</code>

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) <arxiv:1703.03373>, respectively.

Lucas Kook

tramnet

Penalized Transformation Models

Balint Tamasi

Sandra Siegfried

Samuel Pawel

Torsten Hothorn

plot.tramnet function

<dl><dt>x</dt>
<dd>object of class <code>"tramnet"</code></dd>
<dt>newdata</dt>
<dd>data used to predict and plot</dd>
<dt>type</dt>
<dd>type of plot produced</dd>
<dt>q</dt>
<dd>vector of quantiles</dd>
<dt>prob</dt>
<dd>vector of probabilities</dd>
<dt>K</dt>
<dd>number of data points to plot</dd>
<dt>col</dt>
<dd>see <code><a href="/link/plot?package=tramnet&version=0.0-8" data-mini-rdoc="tramnet::plot">plot</a></code></dd>
<dt>lty</dt>
<dd>see <code><a href="/link/plot?package=tramnet&version=0.0-8" data-mini-rdoc="tramnet::plot">plot</a></code></dd>
<dt>add</dt>
<dd>see <code><a href="/link/plot?package=tramnet&version=0.0-8" data-mini-rdoc="tramnet::plot">plot</a></code></dd>
<dt>...</dt>
<dd>additional options to <code>plot</code></dd></dl>

Arguments

Author

plot method for class "tramnet" — plot.tramnet

<dl>

<dt>x</dt>
<dd>object of class <code>"tramnet"</code></dd>


<dt>newdata</dt>
<dd>data used to predict and plot</dd>


<dt>type</dt>
<dd>type of plot produced</dd>


<dt>q</dt>
<dd>vector of quantiles</dd>


<dt>prob</dt>
<dd>vector of probabilities</dd>


<dt>K</dt>
<dd>number of data points to plot</dd>


<dt>col</dt>
<dd>see <code><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></code></dd>


<dt>lty</dt>
<dd>see <code><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></code></dd>


<dt>add</dt>
<dd>see <code><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></code></dd>


<dt>...</dt>
<dd>additional options to <code>plot</code></dd>

</dl>

plot.tramnet: plot method for class `"tramnet"`

Description

Usage

Value

Arguments

Author