.extract_model_matrices

Extract model matrices from a gkwreg object with family-specific handling

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

.extract_model_matrices function

<dl><dt>x</dt>
<dd>A fitted model object of class "gkwreg"</dd></dl>

Arguments

Extract model matrices from a gkwreg object with family-specific handling — .extract_model_matrices

<dl>

<dt>x</dt>
<dd>A fitted model object of class "gkwreg"</dd>

</dl>

.extract_model_matrices: Extract model matrices from a gkwreg object with family-specific handling

Description

Usage

Value

Arguments