create_comparison_plots

Create enhanced comparison plots of all fitted distributions

internal

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

create_comparison_plots function

<dl><dt>fits</dt>
<dd>List of fitted gkwfit models</dd>
<dt>data</dt>
<dd>Original data vector</dd>
<dt>theme_fn</dt>
<dd>Function to apply a custom theme to plots</dd></dl>

Arguments

Create enhanced comparison plots of all fitted distributions — create_comparison_plots

<dl>

<dt>fits</dt>
<dd>List of fitted gkwfit models</dd>


<dt>data</dt>
<dd>Original data vector</dd>


<dt>theme_fn</dt>
<dd>Function to apply a custom theme to plots</dd>

</dl>

create_comparison_plots: Create enhanced comparison plots of all fitted distributions

Description

Usage

Value

Arguments