plot.classo

Produces a coefficient profile plot of the coefficient paths for a fitted
<code>"classo"</code> object.

Implements 'glmnet'-style complex-valued lasso and
complex-valued graphical lasso using a 'pathwise' coordinate descent
algorithm for complex-valued parameters. The package provides
supporting tools for estimation, simulation, and prediction. See Deb
(2024) <doi:10.48550/ArXiv.2401.11128> for the algorithm description.

Younghoon Kim

cxreg

Complex-Valued Lasso and Complex-Valued Graphical Lasso

Navonil Deb

Sumanta Basu

plot.classo function

<dl><dt>x</dt>
<dd>fitted <code>"classo"</code> model</dd>
<dt>xvar</dt>
<dd>What is on the X-axis. <code>"norm"</code> plots against the L1-norm
of the coefficients, <code>"lambda"</code> against the log-lambda sequence, and
<code>"dev"</code> against the percent deviance explained.</dd>
<dt>label</dt>
<dd>If <code>TRUE</code>, label the curves with variable sequence
numbers.</dd>
<dt>...</dt>
<dd>Other graphical parameters to plot</dd></dl>

Arguments

Navonil Deb, Younghoon Kim, Sumanta Basu Maintainer: Younghoon Kim
<a href="/link/yk748%40cornell.edu?package=cxreg&version=1.0.0" data-mini-rdoc="cxreg::yk748@cornell.edu">yk748@cornell.edu</a>

Author

plot coefficients from a "classo" object — plot.classo

<dl>

<dt>x</dt>
<dd>fitted <code>"classo"</code> model</dd>


<dt>xvar</dt>
<dd>What is on the X-axis. <code>"norm"</code> plots against the L1-norm
of the coefficients, <code>"lambda"</code> against the log-lambda sequence, and
<code>"dev"</code> against the percent deviance explained.</dd>


<dt>label</dt>
<dd>If <code>TRUE</code>, label the curves with variable sequence
numbers.</dd>


<dt>...</dt>
<dd>Other graphical parameters to plot</dd>

</dl>

Navonil Deb, Younghoon Kim, Sumanta Basu Maintainer: Younghoon Kim
<a href='mailto:yk748@cornell.edu'>yk748@cornell.edu</a>

plot.classo: plot coefficients from a "classo" object

Description

Usage

Value

Arguments

Author

Details

See Also