plot_stability_curves

Plot stability curves p(c0) for selected terms

Extends the 'SelectBoost' approach to Generalized Additive Models for
Location, Scale and Shape (GAMLSS). Implements bootstrap stability-selection
across parameter-specific formulas (mu, sigma, nu, tau) via gamlss::stepGAIC().
Includes optional standardization of predictors and helper functions for
corrected AIC calculation. More details can be found in Bertrand and Maumy (2024)
<https://hal.science/hal-05352041> that highlights correlation-aware resampling to improve
variable selection for GAMLSS and quantile regression when predictors are
numerous and highly correlated.

Frederic Bertrand

SelectBoost.gamlss

Stability-Selection via Correlated Resampling for 'GAMLSS'
Models

plot_stability_curves function

<dl><dt>grid</dt>
<dd>An object from <code>sb_gamlss_c0_grid()</code>.</dd>
<dt>terms</dt>
<dd>Character vector of term names to plot.</dd>
<dt>parameter</dt>
<dd>Optional parameter name ('mu','sigma','nu','tau'); if NULL, all.</dd>
<dt>ncol</dt>
<dd>Columns in the multi-panel layout.</dd></dl>

Arguments

Plot stability curves p(c0) for selected terms — plot_stability_curves

<dl>

<dt>grid</dt>
<dd>An object from <code>sb_gamlss_c0_grid()</code>.</dd>


<dt>terms</dt>
<dd>Character vector of term names to plot.</dd>


<dt>parameter</dt>
<dd>Optional parameter name ('mu','sigma','nu','tau'); if NULL, all.</dd>


<dt>ncol</dt>
<dd>Columns in the multi-panel layout.</dd>

</dl>

plot_stability_curves: Plot stability curves p(c0) for selected terms

Description

Usage

Value

Arguments