.get_family_fixed_defaults

Get default fixed parameters for each GKw family

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

.get_family_fixed_defaults function

<dl><dt>family</dt>
<dd>Character string, the family name</dd></dl>

Arguments

Get default fixed parameters for each GKw family — .get_family_fixed_defaults

<dl>

<dt>family</dt>
<dd>Character string, the family name</dd>

</dl>

.get_family_fixed_defaults: Get default fixed parameters for each GKw family

Description

Usage

Value

Arguments