create_comparison_table

Create comparison table of fit statistics with expanded metrics

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_table function

<dl><dt>fits</dt>
<dd>List of fitted gkwfit models</dd>
<dt>gof_tests</dt>
<dd>Character vector of goodness-of-fit tests to perform</dd></dl>

Arguments

Create comparison table of fit statistics with expanded metrics — create_comparison_table

<dl>

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


<dt>gof_tests</dt>
<dd>Character vector of goodness-of-fit tests to perform</dd>

</dl>

create_comparison_table: Create comparison table of fit statistics with expanded metrics

Description

Usage

Value

Arguments