.create_bar_plot

Create Bar Plot for Model Comparison

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_bar_plot function

<dl><dt>data</dt>
<dd>Data frame containing the comparison data</dd>
<dt>title</dt>
<dd>Plot title</dd>
<dt>metrics</dt>
<dd>Vector of metric names to include in the plot</dd>
<dt>higher_better</dt>
<dd>Logical; if TRUE, higher values indicate better fit</dd></dl>

Arguments

Create Bar Plot for Model Comparison — .create_bar_plot

<dl>

<dt>data</dt>
<dd>Data frame containing the comparison data</dd>


<dt>title</dt>
<dd>Plot title</dd>


<dt>metrics</dt>
<dd>Vector of metric names to include in the plot</dd>


<dt>higher_better</dt>
<dd>Logical; if TRUE, higher values indicate better fit</dd>

</dl>

.create_bar_plot: Create Bar Plot for Model Comparison

Description

Usage

Value

Arguments