plot.gkwfitall

Implements regression models for bounded continuous data in the open interval (0,1) using the five-parameter Generalized Kumaraswamy distribution. Supports modeling all distribution parameters (alpha, beta, gamma, delta, lambda) as functions of predictors through various link functions. Provides efficient maximum likelihood estimation via Template Model Builder ('TMB'), offering comprehensive diagnostics, model comparison tools, and simulation methods. Particularly useful for analyzing proportions, rates, indices, and other bounded response data with complex distributional features not adequately captured by simpler models.

Lopes J. E.

gkwreg

Generalized Kumaraswamy Regression Models for Bounded Data

plot.gkwfitall function

<dl><dt>x</dt>
<dd>An object of class <code>"gkwfitall"</code></dd>
<dt>which</dt>
<dd>Character vector specifying which plots to show. Options are "all" (default),
"density", "pp", "qq", "residuals", "aic", or "parameters".</dd>
<dt>theme_fn</dt>
<dd>Function to apply a custom theme to plots. Default: <code><a href="https://ggplot2.tidyverse.org/reference/ggtheme.html">ggplot2::theme_minimal</a></code>.</dd>
<dt>...</dt>
<dd>Additional arguments passed to plotting functions</dd></dl>

Arguments

Author

Plot method for gkwfitall objects — plot.gkwfitall

<dl>

<dt>x</dt>
<dd>An object of class <code>"gkwfitall"</code></dd>


<dt>which</dt>
<dd>Character vector specifying which plots to show. Options are "all" (default),
"density", "pp", "qq", "residuals", "aic", or "parameters".</dd>


<dt>theme_fn</dt>
<dd>Function to apply a custom theme to plots. Default: <code><a href='https://ggplot2.tidyverse.org/reference/ggtheme.html'>ggplot2::theme_minimal</a></code>.</dd>


<dt>...</dt>
<dd>Additional arguments passed to plotting functions</dd>

</dl>

plot.gkwfitall: Plot method for gkwfitall objects

Description

Usage

Value

Arguments

Author