coef.priorityelasticnet

Extract coefficients from a priorityelasticnet object

Priority-ElasticNet extends the Priority-LASSO method (Klau et al. (2018) <doi:10.1186/s12859-018-2344-6>) by incorporating the ElasticNet penalty, allowing for both L1 and L2 regularization.
This approach fits successive ElasticNet models for several blocks of (omics) data with different priorities, using the predicted values from each block as an offset for the subsequent block.
It also offers robust options to handle block-wise missingness in multi-omics data, improving the flexibility and applicability of the model in the presence of incomplete datasets.

Laila Qadir Musib

priorityelasticnet

Comprehensive Analysis of Multi-Omics Data Using an Offset-Based
Method

Eunice Carrasquinha

Helena Mouriño

coef.priorityelasticnet function

<dl><dt>object</dt>
<dd>model of type priorityelasticnet</dd>
<dt>...</dt>
<dd>additional arguments, currently not used</dd></dl>

Arguments

Extract coefficients from a priorityelasticnet object — coef.priorityelasticnet

<dl>

<dt>object</dt>
<dd>model of type priorityelasticnet</dd>


<dt>...</dt>
<dd>additional arguments, currently not used</dd>

</dl>

coef.priorityelasticnet: Extract coefficients from a priorityelasticnet object

Description

Usage

Value

Arguments