get_ensemble_distribution

Obtain the conditional ensemble distribution

Allows for the specification of semi-structured deep distributional regression models which are fitted in a neural network as
proposed by Ruegamer et al. (2023) <doi:10.18637/jss.v105.i02>.
Predictors can be modeled using structured (penalized) linear effects, structured non-linear effects or using an unstructured deep network model.

David Ruegamer

deepregression

Fitting Deep Distributional Regression

Christopher Marquardt

Laetitia Frost

Florian Pfisterer

Philipp Baumann

Chris Kolb

Lucas Kook

get_ensemble_distribution function

<dl><dt>object</dt>
<dd>object of class <code>"drEnsemble"</code></dd>
<dt>data</dt>
<dd>data for which to return the fitted distribution</dd>
<dt>topK</dt>
<dd>not implemented yet</dd>
<dt>...</dt>
<dd>further arguments currently ignored</dd></dl>

Arguments

Obtain the conditional ensemble distribution — get_ensemble_distribution

<dl>

<dt>object</dt>
<dd>object of class <code>"drEnsemble"</code></dd>


<dt>data</dt>
<dd>data for which to return the fitted distribution</dd>


<dt>topK</dt>
<dd>not implemented yet</dd>


<dt>...</dt>
<dd>further arguments currently ignored</dd>

</dl>

get_ensemble_distribution: Obtain the conditional ensemble distribution

Description

Usage

Value

Arguments