coef

<code>coef</code> is a generic function which extracts model coefficients from
objects returned by modeling functions. <code>coefficients</code> is an
alias for it.

Implements a generalized coordinate descent (GCD) algorithm
for computing the solution paths of the hybrid Huberized support vector
machine (HHSVM) and its generalizations. Supported models include the
(adaptive) LASSO and elastic net penalized least squares, logistic
regression, HHSVM, squared hinge loss SVM and expectile regression.

Yi Yang

gcdnet

The (Adaptive) LASSO and Elastic Net Penalized Least Squares,
Logistic Regression, Hybrid Huberized Support Vector Machines,
Squared Hinge Loss Support Vector Machines and Expectile
Regression using a Fast Generalized Coordinate Descent
Algorithm

coef function

<dl><dt>object</dt>
<dd>an object for which the extraction of model coefficients is
meaningful.</dd>
<dt>...</dt>
<dd>other arguments.</dd></dl>

Arguments

Extract Model Coefficients — coef

<dl>

<dt>object</dt>
<dd>an object for which the extraction of model coefficients is
meaningful.</dd>


<dt>...</dt>
<dd>other arguments.</dd>

</dl>

coef: Extract Model Coefficients

Description

Usage

Value

Arguments

See Also